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@article{DBLP:journals/qmi/AmosyDLPCM24,
author = {Ohad Amosy and
Tamuz Danzig and
Ohad Lev and
Ely Porat and
Gal Chechik and
Adi Makmal},
title = {Iteration-Free quantum approximate optimization algorithm using neural
networks},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {38},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00159-y},
doi = {10.1007/S42484-024-00159-Y},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/AmosyDLPCM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ArdeshirLarijaniF24,
author = {Ebrahim Ardeshir{-}Larijani and
Mohammad Mahdi Nasiri Fatmehsari},
title = {Hybrid classical-quantum transfer learning for text classification},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {19},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00147-2},
doi = {10.1007/S42484-024-00147-2},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ArdeshirLarijaniF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BaiolettiS24,
author = {Marco Baioletti and
Francesco Santini},
title = {An encoding of argumentation problems using quadratic unconstrained
binary optimization},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {51},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00186-9},
doi = {10.1007/S42484-024-00186-9},
timestamp = {Sun, 01 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/BaiolettiS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BakerPYGGR24,
author = {Jack S. Baker and
Gilchan Park and
Kwangmin Yu and
Ara Ghukasyan and
Oktay G{\"{o}}ktas and
Santosh Kumar Radha},
title = {Parallel hybrid quantum-classical machine learning for kernelized
time-series classification},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {18},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00149-0},
doi = {10.1007/S42484-024-00149-0},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/BakerPYGGR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Baniata24,
author = {Hamza Baniata},
title = {SoK: quantum computing methods for machine learning optimization},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {47},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00180-1},
doi = {10.1007/S42484-024-00180-1},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Baniata24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BernasconiBCGP24,
author = {Anna Bernasconi and
Alessandro Berti and
Gianna M. Del Corso and
Riccardo Guidotti and
Alessandro Poggiali},
title = {Quantum subroutine for variance estimation: algorithmic design and
applications},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {78},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00213-9},
doi = {10.1007/S42484-024-00213-9},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BernasconiBCGP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BertiBCG24,
author = {Alessandro Berti and
Anna Bernasconi and
Gianna M. Del Corso and
Riccardo Guidotti},
title = {The role of encodings and distance metrics for the quantum nearest
neighbor},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {62},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00197-6},
doi = {10.1007/S42484-024-00197-6},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BertiBCG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BiswasGR24,
author = {Sujit Biswas and
Rajat Subhra Goswami and
K. Hemant Kumar Reddy},
title = {A cluster-based quantum key distribution with dynamic node selection:
an improved approach for scalability and security in quantum communication},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {63},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00199-4},
doi = {10.1007/S42484-024-00199-4},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/BiswasGR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BonaldiRMGFCMOV24,
author = {Nicol{\`{o}} Bonaldi and
Martina Rossi and
Daniele Mattioli and
Michele Grapulin and
Blanca Silva Fern{\'{a}}ndez and
Davide Caputo and
Marco Magagnini and
Arianna Osti and
Fabio Veronese},
title = {Boost clustering with Gaussian Boson Sampling: a quantum-classical
hybrid approach},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {65},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00185-w},
doi = {10.1007/S42484-024-00185-W},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BonaldiRMGFCMOV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BonaldiRMGFCMOV24a,
author = {Nicol{\`{o}} Bonaldi and
Martina Rossi and
Daniele Mattioli and
Michele Grapulin and
Blanca Silva Fern{\'{a}}ndez and
Davide Caputo and
Marco Magagnini and
Arianna Osti and
Fabio Veronese},
title = {Publisher Correction: Boost clustering with Gaussian Boson Sampling:
a quantum-classical hybrid approach},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {87},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00212-w},
doi = {10.1007/S42484-024-00212-W},
timestamp = {Tue, 10 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BonaldiRMGFCMOV24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BracciaBCC24,
author = {Paolo Braccia and
Pablo Bermejo and
Lukasz Cincio and
Marco Cerezo},
title = {Computing exact moments of local random quantum circuits via tensor
networks},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {54},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00187-8},
doi = {10.1007/S42484-024-00187-8},
timestamp = {Tue, 19 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BracciaBCC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BrahmachariLT24,
author = {Shrigyan Brahmachari and
Josep Lumbreras and
Marco Tomamichel},
title = {Quantum contextual bandits and recommender systems for quantum data},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {58},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00189-6},
doi = {10.1007/S42484-024-00189-6},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BrahmachariLT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BuonaiutoGMPE24,
author = {Giuseppe Buonaiuto and
Raffaele Guarasci and
Aniello Minutolo and
Giuseppe De Pietro and
Massimo Esposito},
title = {Quantum transfer learning for acceptability judgements},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {13},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00141-8},
doi = {10.1007/S42484-024-00141-8},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/BuonaiutoGMPE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CaiCXW24,
author = {Zhiqiang Cai and
Jialin Chen and
Ke Xu and
Lingli Wang},
title = {Recognizing good variational quantum circuits with Monte Carlo Tree
Search},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {36},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00173-0},
doi = {10.1007/S42484-024-00173-0},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CaiCXW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ChangWCLC24,
author = {Yen{-}Jui Chang and
Wei{-}Ting Wang and
Hao{-}Yuan Chen and
Shih{-}Wei Liao and
Ching{-}Ray Chang},
title = {A novel approach for quantum financial simulation and quantum state
preparation},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {24},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00160-5},
doi = {10.1007/S42484-024-00160-5},
timestamp = {Mon, 29 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ChangWCLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ChehimiCSY24,
author = {Mahdi Chehimi and
Samuel Yen{-}Chi Chen and
Walid Saad and
Shinjae Yoo},
title = {Federated quantum long short-term memory (FedQLSTM)},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {43},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00174-z},
doi = {10.1007/S42484-024-00174-Z},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ChehimiCSY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ChenCLC24,
author = {Hao{-}Yuan Chen and
Yen{-}Jui Chang and
Shih{-}Wei Liao and
Ching{-}Ray Chang},
title = {Deep Q-learning with hybrid quantum neural network on solving maze
problems},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {2},
year = {2024},
url = {https://doi.org/10.1007/s42484-023-00137-w},
doi = {10.1007/S42484-023-00137-W},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/ChenCLC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CoelhoSS24,
author = {Rodrigo Coelho and
Andr{\'{e}} Sequeira and
Lu{\'{\i}}s Paulo Santos},
title = {VQC-based reinforcement learning with data re-uploading: performance
and trainability},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {53},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00190-z},
doi = {10.1007/S42484-024-00190-Z},
timestamp = {Sun, 01 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CoelhoSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CruzeiroMMP24,
author = {Emmanuel Zambrini Cruzeiro and
Christine De Mol and
Serge Massar and
Stefano Pironio},
title = {Quantum-inspired classification based on quantum state discrimination},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {79},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00216-6},
doi = {10.1007/S42484-024-00216-6},
timestamp = {Fri, 29 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/CruzeiroMMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Cuellar24,
author = {Manuel P. Cu{\'{e}}llar},
title = {What we can do with one qubit in quantum machine learning: ten classical
machine learning problems that can be solved with a single qubit},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {76},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00210-y},
doi = {10.1007/S42484-024-00210-Y},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Cuellar24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/DasMC24,
author = {Sreetama Das and
Stefano Martina and
Filippo Caruso},
title = {The role of data embedding in equivariant quantum convolutional neural
networks},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {82},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00215-7},
doi = {10.1007/S42484-024-00215-7},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/DasMC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/DiedrichWN24,
author = {Alexander Diedrich and
Stefan Windmann and
Oliver Niggemann},
title = {Solving industrial fault diagnosis problems with quantum computers},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {66},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00184-x},
doi = {10.1007/S42484-024-00184-X},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/DiedrichWN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/EggingerSL24,
author = {Sebastian Egginger and
Alona Sakhnenko and
Jeanette Miriam Lorenz},
title = {A hyperparameter study for quantum kernel methods},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {44},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00172-1},
doi = {10.1007/S42484-024-00172-1},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/EggingerSL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/FalcoCSSP24,
author = {Francesca De Falco and
Andrea Ceschini and
Alessandro Sebastianelli and
Bertrand Le Saux and
Massimo Panella},
title = {Quantum latent diffusion models},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {85},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00224-6},
doi = {10.1007/S42484-024-00224-6},
timestamp = {Tue, 10 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/FalcoCSSP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/FallaLAS24,
author = {Jose Falla and
Quinn Langfitt and
Yuri Alexeev and
Ilya Safro},
title = {Graph representation learning for parameter transferability in quantum
approximate optimization algorithm},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {46},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00178-9},
doi = {10.1007/S42484-024-00178-9},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/FallaLAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/GiliAS24,
author = {Kaitlin Gili and
Guillermo Alonso and
Maria Schuld},
title = {An inductive bias from quantum mechanics: learning order effects with
non-commuting measurements},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {67},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00200-0},
doi = {10.1007/S42484-024-00200-0},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/GiliAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/GonzalezGTV24,
author = {Fabio A. Gonz{\'{a}}lez and
Joseph Alejandro Gallego and
Santiago Toledo{-}Cort{\'{e}}s and
Vladimir Vargas{-}Calder{\'{o}}n},
title = {Correction: Learning with density matrices and random features},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {30},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00164-1},
doi = {10.1007/S42484-024-00164-1},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/GonzalezGTV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HaiLP24,
author = {Vu Tuan Hai and
Lawrence H. Le and
The Bao Pham},
title = {Exploring the features of quanvolutional neural networks for improved
image classification},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {29},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00166-z},
doi = {10.1007/S42484-024-00166-Z},
timestamp = {Sun, 02 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HaiLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HdaibRP24,
author = {Moe Hdaib and
Sutharshan Rajasegarar and
Lei Pan},
title = {Quantum deep learning-based anomaly detection for enhanced network
security},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {26},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00163-2},
doi = {10.1007/S42484-024-00163-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HdaibRP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HeredgeHHS24,
author = {Jamie Heredge and
Charles D. Hill and
Lloyd C. L. Hollenberg and
Martin Sevior},
title = {Permutation invariant encodings for quantum machine learning with
point cloud data},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {25},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00156-1},
doi = {10.1007/S42484-024-00156-1},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HeredgeHHS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/InnanSAGKPGKB24,
author = {Nouhaila Innan and
Owais Ishtiaq Siddiqui and
Shivang Arora and
Tamojit Ghosh and
Yasemin Poyraz Ko{\c{c}}ak and
Dominic Paragas and
Abdullah Al Omar Galib and
Muhammad Al{-}Zafar Khan and
Mohamed Bennai},
title = {Quantum state tomography using quantum machine learning},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {28},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00162-3},
doi = {10.1007/S42484-024-00162-3},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/InnanSAGKPGKB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/InnanSDDTGPKTB24,
author = {Nouhaila Innan and
Abhishek Sawaika and
Ashim Dhor and
Siddhant Dutta and
Sairupa Thota and
Husayn Gokal and
Nandan Patel and
Muhammad Al{-}Zafar Khan and
Ioannis Theodonis and
Mohamed Bennai},
title = {Financial fraud detection using quantum graph neural networks},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {7},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00143-6},
doi = {10.1007/S42484-024-00143-6},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/InnanSDDTGPKTB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Kawase24,
author = {Yoshiaki Kawase},
title = {Distributed quantum neural networks via partitioned features encoding},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {15},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00153-4},
doi = {10.1007/S42484-024-00153-4},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Kawase24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/KookaniMKAFB24,
author = {Ali Kookani and
Yousef Mafi and
Payman Kazemikhah and
Hossein Aghababa and
Kazim Fouladi and
Masoud Barati},
title = {XpookyNet: advancement in quantum system analysis through convolutional
neural networks for detection of entanglement},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {50},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00183-y},
doi = {10.1007/S42484-024-00183-Y},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/KookaniMKAFB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/KorenP24,
author = {Michal Koren and
Or Peretz},
title = {A quantum procedure for estimating information gain in Boolean classification
task},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {16},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00151-6},
doi = {10.1007/S42484-024-00151-6},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/KorenP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LeeWCYRKP24,
author = {Chang{-}Shing Lee and
Mei{-}Hui Wang and
Chih{-}Yu Chen and
Sheng{-}Chi Yang and
Marek Z. Reformat and
Naoyuki Kubota and
Amir Pourabdollah},
title = {Integrating quantum {CI} and generative {AI} for Taiwanese/English
co-learning},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {64},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00195-8},
doi = {10.1007/S42484-024-00195-8},
timestamp = {Mon, 30 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/LeeWCYRKP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LiaoHF24,
author = {Yidong Liao and
Min{-}Hsiu Hsieh and
Chris Ferrie},
title = {Quantum optimization for training quantum neural networks},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {33},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00169-w},
doi = {10.1007/S42484-024-00169-W},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/LiaoHF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LiuZHSW24,
author = {Junyu Liu and
Han Zheng and
Masanori Hanada and
Kanav Setia and
Dan Wu},
title = {Quantum power flows: from theory to practice},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {55},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00182-z},
doi = {10.1007/S42484-024-00182-Z},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/LiuZHSW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LoglisciMP24,
author = {Corrado Loglisci and
Donato Malerba and
Saverio Pascazio},
title = {Quarta: quantum supervised and unsupervised learning for binary classification
in domain-incremental learning},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {68},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00196-7},
doi = {10.1007/S42484-024-00196-7},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/LoglisciMP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LondonBXVLKCM24,
author = {Charles London and
Douglas Brown and
Wenduan Xu and
Sezen Vatansever and
Christopher J. Langmead and
Dimitri Kartsaklis and
Stephen Clark and
Konstantinos Meichanetzidis},
title = {Peptide binding classification on quantum computers},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {35},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00154-3},
doi = {10.1007/S42484-024-00154-3},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/LondonBXVLKCM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MahmudMFS24,
author = {Jishnu Mahmud and
Raisa Mashtura and
Shaikh Anowarul Fattah and
Mohammad Saquib},
title = {Quantum convolutional neural networks with interaction layers for
classification of classical data},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {11},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00145-4},
doi = {10.1007/S42484-024-00145-4},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/MahmudMFS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MandilaraDJVS24,
author = {Aikaterini Mandilara and
Babette Dellen and
Uwe Jaekel and
Themistoklis Valtinos and
Dimitris Syvridis},
title = {Classification of data with a qudit, a geometric approach},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {17},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00146-3},
doi = {10.1007/S42484-024-00146-3},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MandilaraDJVS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MayfieldE24,
author = {John Mayfield and
Issam El{-}Naqa},
title = {Evaluation of {VQC-LSTM} for disability forecasting in multiple sclerosis
using sequential multisequence {MRI}},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {41},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00171-2},
doi = {10.1007/S42484-024-00171-2},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MayfieldE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/McFarthingPSP24,
author = {Shane McFarthing and
Anban W. Pillay and
Ilya Sinayskiy and
Francesco Petruccione},
title = {Classical ensembles of single-qubit quantum variational circuits for
classification},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {81},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00211-x},
doi = {10.1007/S42484-024-00211-X},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/McFarthingPSP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MezziniGGCPP24,
author = {Mauro Mezzini and
Fernando Cuartero Gomez and
Jose Javier Paulet Gonzalez and
Hernan Indibil de la Cruz Calvo and
Vicente Pascual and
Fernando L. Pelayo},
title = {Polynomial quantum computing algorithms for solving the dualization
problem for positive Boolean functions},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {71},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00202-y},
doi = {10.1007/S42484-024-00202-Y},
timestamp = {Wed, 06 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/MezziniGGCPP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MohantyBF24,
author = {Nishikanta Mohanty and
Bikash K. Behera and
Christopher Ferrie},
title = {Solving the vehicle routing problem via quantum support vector machines},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {34},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00161-4},
doi = {10.1007/S42484-024-00161-4},
timestamp = {Mon, 17 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MohantyBF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MorgilloMPM24,
author = {Angela Rosy Morgillo and
Stefano Mangini and
Marco Piastra and
Chiara Macchiavello},
title = {Quantum state reconstruction in a noisy environment via deep learning},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {39},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00168-x},
doi = {10.1007/S42484-024-00168-X},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/MorgilloMPM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MoriNMK24,
author = {Yuichiro Mori and
Kouhei Nakaji and
Yuichiro Matsuzaki and
Shiro Kawabata},
title = {Expressive quantum supervised machine learning using Kerr-nonlinear
parametric oscillators},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {14},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00152-5},
doi = {10.1007/S42484-024-00152-5},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MoriNMK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Nguyen24,
author = {Phuong{-}Nam Nguyen},
title = {A quantum neural network for sequential data analysis in machine learning},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {88},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00223-7},
doi = {10.1007/S42484-024-00223-7},
timestamp = {Tue, 10 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Nguyen24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/NguyenNCKL24,
author = {Xuan{-}Bac Nguyen and
Hoang{-}Quan Nguyen and
Hugh Churchill and
Samee U. Khan and
Khoa Luu},
title = {Quantum visual feature encoding revisited},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {61},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00192-x},
doi = {10.1007/S42484-024-00192-X},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/NguyenNCKL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Ohno24,
author = {Hiroshi Ohno},
title = {Grover's search with learning oracle for constrained binary optimization
problems},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {12},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00148-1},
doi = {10.1007/S42484-024-00148-1},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Ohno24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Ohno24a,
author = {Hiroshi Ohno},
title = {Bayesian network structure learning using quantum generative models},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {74},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00217-5},
doi = {10.1007/S42484-024-00217-5},
timestamp = {Fri, 29 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Ohno24a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Ohno24b,
author = {Hiroshi Ohno},
title = {Adaptive pruning algorithm using a quantum Fisher information matrix
for parameterized quantum circuits},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {77},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00221-9},
doi = {10.1007/S42484-024-00221-9},
timestamp = {Fri, 29 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Ohno24b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PelliniD24,
author = {Riccardo Pellini and
Maurizio Ferrari Dacrema},
title = {Analyzing the effectiveness of quantum annealing with meta-learning},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {48},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00179-8},
doi = {10.1007/S42484-024-00179-8},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PelliniD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PellowJarmanPSP24,
author = {Rowan Pellow{-}Jarman and
Anban W. Pillay and
Ilya Sinayskiy and
Francesco Petruccione},
title = {Hybrid genetic optimization for quantum feature map design},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {45},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00177-w},
doi = {10.1007/S42484-024-00177-W},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PellowJarmanPSP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PeretzK24,
author = {Or Peretz and
Michal Koren},
title = {A parameterized quantum circuit for estimating distribution measures},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {22},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00158-z},
doi = {10.1007/S42484-024-00158-Z},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PeretzK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PiatkowskiZ24,
author = {Nico Piatkowski and
Christa Zoufal},
title = {Quantum circuits for discrete graphical models},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {37},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00175-y},
doi = {10.1007/S42484-024-00175-Y},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PiatkowskiZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PiraF24,
author = {Lirand{\"{e}} Pira and
Chris Ferrie},
title = {On the interpretability of quantum neural networks},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {52},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00191-y},
doi = {10.1007/S42484-024-00191-Y},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/PiraF24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Priyadarshini24,
author = {Ishaani Priyadarshini},
title = {Swarm-intelligence-based quantum-inspired optimization techniques
for enhancing algorithmic efficiency and empirical assessment},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {69},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00201-z},
doi = {10.1007/S42484-024-00201-Z},
timestamp = {Tue, 29 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Priyadarshini24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/QianDT24,
author = {Yang Qian and
Yuxuan Du and
Dacheng Tao},
title = {Shuffle-QUDIO: accelerate distributed {VQE} with trainability enhancement
and measurement reduction},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {32},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00167-y},
doi = {10.1007/S42484-024-00167-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/QianDT24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/RappR24,
author = {Frederic Rapp and
Marco Roth},
title = {Quantum Gaussian process regression for Bayesian optimization},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {5},
year = {2024},
url = {https://doi.org/10.1007/s42484-023-00138-9},
doi = {10.1007/S42484-023-00138-9},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/RappR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Riguzzi24,
author = {Fabrizio Riguzzi},
title = {Quantum algorithms for weighted constrained sampling and weighted
model counting},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {73},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00209-5},
doi = {10.1007/S42484-024-00209-5},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Riguzzi24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/RohidaSV24,
author = {Mohit Rohida and
Alok Shukla and
Prakash Vedula},
title = {Hybrid classical-quantum image processing via polar Walsh basis functions},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {72},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00205-9},
doi = {10.1007/S42484-024-00205-9},
timestamp = {Wed, 06 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/RohidaSV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/RomanoPVMKFTB24,
author = {Yaniv Romano and
Harel Primack and
Talya Vaknin and
Idan Meirzada and
Ilan Karpas and
Dov Furman and
Chene Tradonsky and
Ruti Ben{-}Shlomi},
title = {Quantum sparse coding},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {4},
year = {2024},
url = {https://doi.org/10.1007/s42484-023-00128-x},
doi = {10.1007/S42484-023-00128-X},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/RomanoPVMKFTB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SadhuSK24,
author = {Abhishek Sadhu and
Aritra Sarkar and
Akash Kundu},
title = {A quantum information theoretic analysis of reinforcement learning-assisted
quantum architecture search},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {49},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00181-0},
doi = {10.1007/S42484-024-00181-0},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/SadhuSK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SimonR24,
author = {Lars Simon and
Manuel Radons},
title = {On neural quantum support vector machines},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {3},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00140-9},
doi = {10.1007/S42484-024-00140-9},
timestamp = {Mon, 11 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SimonR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SinghGH24,
author = {Utkarsh Singh and
Aaron Z. Goldberg and
Khabat Heshami},
title = {Coherent feed-forward quantum neural network},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {89},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00222-8},
doi = {10.1007/S42484-024-00222-8},
timestamp = {Tue, 10 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SinghGH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SlabbertLP24,
author = {Donovan Slabbert and
Matt Lourens and
Francesco Petruccione},
title = {Pulsar classification: comparing quantum convolutional neural networks
and quantum support vector machines},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {56},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00194-9},
doi = {10.1007/S42484-024-00194-9},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SlabbertLP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SornsaengDC24,
author = {Apimuk Sornsaeng and
Ninnat Dangniam and
Thiparat Chotibut},
title = {Quantum next generation reservoir computing: an efficient quantum
algorithm for forecasting quantum dynamics},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {57},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00188-7},
doi = {10.1007/S42484-024-00188-7},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SornsaengDC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SuzukiHM24,
author = {Teppei Suzuki and
Takashi Hasebe and
Tsubasa Miyazaki},
title = {Quantum support vector machines for classification and regression
on a trapped-ion quantum computer},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {31},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00165-0},
doi = {10.1007/S42484-024-00165-0},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/SuzukiHM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/TSMJNS24,
author = {Kanimozhi T and
Sridevi S and
Valliammai M and
Mohanraj J and
Vinodh Kumar N and
Amirthalingam Sathasivam},
title = {Behavior prediction of fiber optic temperature sensor based on hybrid
classical quantum regression model},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {20},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00150-7},
doi = {10.1007/S42484-024-00150-7},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/TSMJNS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/TezukaUY24,
author = {Hiroyuki Tezuka and
Shumpei Uno and
Naoki Yamamoto},
title = {Generative model for learning quantum ensemble with optimal transport
loss},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {6},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00142-7},
doi = {10.1007/S42484-024-00142-7},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/TezukaUY24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ThakkarKMKFB24,
author = {Sohum Thakkar and
Skander Kazdaghli and
Natansh Mathur and
Iordanis Kerenidis and
Andr{\'{e}} J. Ferreira{-}Martins and
Samurai Brito},
title = {Improved financial forecasting via quantum machine learning},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {27},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00157-0},
doi = {10.1007/S42484-024-00157-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ThakkarKMKFB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/TullSZC24,
author = {Sean Tull and
Razin A. Shaikh and
Sara Sabrina Zemljic and
Stephen Clark},
title = {From conceptual spaces to quantum concepts: formalising and learning
structured conceptual models},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {21},
year = {2024},
url = {https://doi.org/10.1007/s42484-023-00134-z},
doi = {10.1007/S42484-023-00134-Z},
timestamp = {Mon, 29 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/TullSZC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/UllahMOZ24,
author = {Ubaid Ullah and
Danyal Maheshwari and
Cristian Castillo Olea and
Bego{\~{n}}a Garc{\'{\i}}a Zapirain},
title = {Sarcopenia risk prediction and feature selection by using quantum
machine learning algorithms},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {80},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00218-4},
doi = {10.1007/S42484-024-00218-4},
timestamp = {Fri, 29 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/UllahMOZ24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/VSB24,
author = {Aswiga R. V and
Sridevi S and
Indira B},
title = {Leveraging Quantum Kernel Support Vector Machine for breast cancer
diagnosis from Digital Breast Tomosynthesis images},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {40},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00170-3},
doi = {10.1007/S42484-024-00170-3},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/VSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/VadaliKSP24,
author = {Avi Vadali and
Rutuja Kshirsagar and
Prasanth Shyamsundar and
Gabriel N. Perdue},
title = {Quantum circuit fidelity estimation using machine learning},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {1},
year = {2024},
url = {https://doi.org/10.1007/s42484-023-00121-4},
doi = {10.1007/S42484-023-00121-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/VadaliKSP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/VarsamopoulosPEVMVDTR24,
author = {Savvas Varsamopoulos and
Evan Philip and
Vincent E. Elfving and
Herman W. T. van Vlijmen and
Sairam Menon and
Ann Vos and
Natalia Dyubankova and
Bert Torfs and
Anthony Rowe},
title = {Quantum extremal learning},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {42},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00176-x},
doi = {10.1007/S42484-024-00176-X},
timestamp = {Mon, 05 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/VarsamopoulosPEVMVDTR24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/WarrierRBAUD24,
author = {Sreeraj Rajan Warrier and
D. Sri Harshavardhan Reddy and
Sriya Bada and
Rohith Achampeta and
Sebastian Uppapalli and
Jayasri Dontabhaktuni},
title = {On-board classification of underwater images using hybrid classical-quantum
CNN-based method},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {70},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00206-8},
doi = {10.1007/S42484-024-00206-8},
timestamp = {Tue, 29 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/WarrierRBAUD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/WazniLMS24,
author = {Hadi Wazni and
Kin Ian Lo and
Lachlan McPheat and
Mehrnoosh Sadrzadeh},
title = {Large scale structure-aware pronoun resolution using quantum natural
language processing},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {60},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00193-w},
doi = {10.1007/S42484-024-00193-W},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/WazniLMS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/WinderlFL24,
author = {David Winderl and
Nicola Franco and
Jeanette Miriam Lorenz},
title = {Quantum neural networks under depolarization noise: exploring white-box
attacks and defenses},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {83},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00208-6},
doi = {10.1007/S42484-024-00208-6},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/WinderlFL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/WulffAAGIIPDRSGL24,
author = {Eric Wulff and
Juan Pablo Garc{\'{\i}}a Amboage and
Marcel Aach and
Thorsteinn Eli Gislason and
Thorsteinn Kristinn Ingolfsson and
Tomas Kristinn Ingolfsson and
Edoardo Pasetto and
Amer Delilbasic and
Morris Riedel and
Rakesh Sarma and
Maria Girone and
Andreas Lintermann},
title = {Distributed hybrid quantum-classical performance prediction for hyperparameter
optimization},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {59},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00198-5},
doi = {10.1007/S42484-024-00198-5},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/WulffAAGIIPDRSGL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/XieLD24,
author = {Jianshe Xie and
Cheng Liu and
Yumin Dong},
title = {An evolutionary quantum generative adversarial network},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {84},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00220-w},
doi = {10.1007/S42484-024-00220-W},
timestamp = {Fri, 29 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/XieLD24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/YanILSH24,
author = {Fei Yan and
Abdullah M. Iliyasu and
Nianqiao Li and
Ahmed S. Salama and
Kaoru Hirota},
title = {Quantum robotics: a review of emerging trends},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {86},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00225-5},
doi = {10.1007/S42484-024-00225-5},
timestamp = {Tue, 10 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/YanILSH24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZardiniBP24,
author = {Enrico Zardini and
Enrico Blanzieri and
Davide Pastorello},
title = {A quantum k-nearest neighbors algorithm based on the Euclidean distance
estimation},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {1},
pages = {23},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00155-2},
doi = {10.1007/S42484-024-00155-2},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ZardiniBP24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZhangWL24,
author = {Shiyue Zhang and
Aijuan Wang and
Lusi Li},
title = {Quantum-convolution-based hybrid neural network model for arrhythmia
detection},
journal = {Quantum Mach. Intell.},
volume = {6},
number = {2},
pages = {75},
year = {2024},
url = {https://doi.org/10.1007/s42484-024-00207-7},
doi = {10.1007/S42484-024-00207-7},
timestamp = {Fri, 29 Nov 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/ZhangWL24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BandicAF23,
author = {Medina Bandic and
Carmen G. Almud{\'{e}}ver and
Sebastian Feld},
title = {Interaction graph-based characterization of quantum benchmarks for
improving quantum circuit mapping techniques},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--30},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00124-1},
doi = {10.1007/S42484-023-00124-1},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BandicAF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BilkisCVCC23,
author = {M. Bilkis and
Marco Cerezo and
Guillaume Verdon and
Patrick J. Coles and
Lukasz Cincio},
title = {A semi-agnostic ansatz with variable structure for variational quantum
algorithms},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {43},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00132-1},
doi = {10.1007/S42484-023-00132-1},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/BilkisCVCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BrenceMKTDV23,
author = {Jure Brence and
Dragan Mihailovic and
Viktor V. Kabanov and
Ljupco Todorovski and
Saso Dzeroski and
Jaka Vodeb},
title = {Boosting the performance of quantum annealers using machine learning},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--11},
year = {2023},
url = {https://doi.org/10.1007/s42484-022-00092-y},
doi = {10.1007/S42484-022-00092-Y},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BrenceMKTDV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CamposCM23,
author = {Roberto Campos and
P. A. M. Casares and
M. A. Martin{-}Delgado},
title = {Quantum Metropolis Solver: a quantum walks approach to optimization
problems},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--15},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00119-y},
doi = {10.1007/S42484-023-00119-Y},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CamposCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CaoZFZLZ23,
author = {Yuji Cao and
Xiyuan Zhou and
Xiang Fei and
Huan Zhao and
Wenxuan Liu and
Junhua Zhao},
title = {Linear-layer-enhanced quantum long short-term memory for carbon price
forecasting},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--12},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00115-2},
doi = {10.1007/S42484-023-00115-2},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CaoZFZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CertoPRV23,
author = {Salvatore Certo and
Anh Pham and
Nicolas Robles and
Andrew Vlasic},
title = {Conditional generative models for learning stochastic processes},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--12},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00129-w},
doi = {10.1007/S42484-023-00129-W},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CertoPRV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ChatterjeeBCB23,
author = {Sagnik Chatterjee and
Rohan Bhatia and
Parmeet Singh Chani and
Debajyoti Bera},
title = {Quantum boosting using domain-partitioning hypotheses},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--20},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00122-3},
doi = {10.1007/S42484-023-00122-3},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ChatterjeeBCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CherratKP23,
author = {El Amine Cherrat and
Iordanis Kerenidis and
Anupam Prakash},
title = {Quantum reinforcement learning via policy iteration},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--18},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00116-1},
doi = {10.1007/S42484-023-00116-1},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CherratKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CuellarGRS23,
author = {Manuel P. Cu{\'{e}}llar and
Carlos Cano Gutierrez and
Luis G. Baca Ru{\'{\i}}z and
Lorenzo Servadei},
title = {Time series quantum classifiers with amplitude embedding},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {45},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00133-0},
doi = {10.1007/S42484-023-00133-0},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CuellarGRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CuginiGGPV23,
author = {Davide Cugini and
Dario Gerace and
Pietro Govoni and
Auro Michele Perego and
Davide Valsecchi},
title = {Comparing quantum and classical machine learning for Vector Boson
Scattering background reduction at the Large Hadron Collider},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--11},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00106-3},
doi = {10.1007/S42484-023-00106-3},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CuginiGGPV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/DasZMSC23,
author = {Sreetama Das and
Jingfu Zhang and
Stefano Martina and
Dieter Suter and
Filippo Caruso},
title = {Quantum pattern recognition on real quantum processing units},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--17},
year = {2023},
url = {https://doi.org/10.1007/s42484-022-00093-x},
doi = {10.1007/S42484-022-00093-X},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/DasZMSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/DinaniTFNC23,
author = {Hossein T. Dinani and
Diego Tancara and
Felipe F. Fanchini and
Ariel Norambuena and
Raul Coto},
title = {Estimating the degree of non-Markovianity using variational quantum
circuits},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--10},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00120-5},
doi = {10.1007/S42484-023-00120-5},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/DinaniTFNC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/DuttaBPZM23,
author = {Tulika Dutta and
Siddhartha Bhattacharyya and
Bijaya Ketan Panigrahi and
Ivan Zelinka and
Leo Mrsic},
title = {Multi-level quantum inspired metaheuristics for automatic clustering
of hyperspectral images},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--35},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00110-7},
doi = {10.1007/S42484-023-00110-7},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/DuttaBPZM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Ghasemian23,
author = {E. Ghasemian},
title = {Stationary states of a dissipative two-qubit quantum channel and their
applications for quantum machine learning},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--18},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00096-2},
doi = {10.1007/S42484-023-00096-2},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Ghasemian23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/GratseaH23,
author = {Aikaterini Gratsea and
Patrick Huembeli},
title = {The effect of the processing and measurement operators on the expressive
power of quantum models},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--12},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00109-0},
doi = {10.1007/S42484-023-00109-0},
timestamp = {Thu, 17 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/GratseaH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/IncudiniGCMPVW23,
author = {Massimiliano Incudini and
Michele Grossi and
Andrea Ceschini and
Antonio Mandarino and
Massimo Panella and
Sofia Vallecorsa and
David Windridge},
title = {Resource saving via ensemble techniques for quantum neural networks},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--24},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00126-z},
doi = {10.1007/S42484-023-00126-Z},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/IncudiniGCMPVW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/KalisLSNA23,
author = {Martins Kalis and
Andris Locans and
Rolands Sikovs and
Hassan Naseri and
Andris Ambainis},
title = {A hybrid quantum-classical approach for inference on restricted Boltzmann
machines},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {44},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00135-y},
doi = {10.1007/S42484-023-00135-Y},
timestamp = {Wed, 20 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/KalisLSNA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/KobayashiSMM23,
author = {Nozomu Kobayashi and
Yoshiyuki Suimon and
Koichi Miyamoto and
Kosuke Mitarai},
title = {The cross-sectional stock return predictions via quantum neural network
and tensor network},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {46},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00136-x},
doi = {10.1007/S42484-023-00136-X},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/KobayashiSMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/KorenKP23,
author = {Michal Koren and
Oded Koren and
Or Peretz},
title = {A quantum "black box" for entropy calculation},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {37},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00127-y},
doi = {10.1007/S42484-023-00127-Y},
timestamp = {Sat, 08 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/KorenKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LiaoCYW23,
author = {Haoran Liao and
Ian Convy and
Zhibo Yang and
K. Birgitta Whaley},
title = {Decohering tensor network quantum machine learning models},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--16},
year = {2023},
url = {https://doi.org/10.1007/s42484-022-00095-9},
doi = {10.1007/S42484-022-00095-9},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/LiaoCYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LisnichenkoP23,
author = {Marina O. Lisnichenko and
Stanislav I. Protasov},
title = {Quantum image representation: a review},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--12},
year = {2023},
url = {https://doi.org/10.1007/s42484-022-00089-7},
doi = {10.1007/S42484-022-00089-7},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/LisnichenkoP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LiuWL23,
author = {Kai Liu and
Yuxing Wei and
Hai{-}Sheng Li},
title = {The quantum realization of image linear gray enhancement},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--14},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00102-7},
doi = {10.1007/S42484-023-00102-7},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/LiuWL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LohaniRLGSK23,
author = {Sanjaya Lohani and
Sangita Regmi and
Joseph M. Lukens and
Ryan T. Glasser and
Thomas A. Searles and
Brian T. Kirby},
title = {Dimension-adaptive machine learning-based quantum state reconstruction},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--10},
year = {2023},
url = {https://doi.org/10.1007/s42484-022-00088-8},
doi = {10.1007/S42484-022-00088-8},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/LohaniRLGSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MaganoBO23,
author = {Duarte Magano and
Lorenzo Buffoni and
Yasser Omar},
title = {Quantum density peak clustering},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--11},
year = {2023},
url = {https://doi.org/10.1007/s42484-022-00090-0},
doi = {10.1007/S42484-022-00090-0},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MaganoBO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MarcantonioITG23,
author = {Francesco Di Marcantonio and
Massimiliano Incudini and
Davide Tezza and
Michele Grossi},
title = {Quantum Advantage Seeker with Kernels (QuASK): a software framework
to speed up the research in quantum machine learning},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--11},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00107-2},
doi = {10.1007/S42484-023-00107-2},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MarcantonioITG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MeichanetzidisTFC23,
author = {Konstantinos Meichanetzidis and
Alexis Toumi and
Giovanni de Felice and
Bob Coecke},
title = {Grammar-aware sentence classification on quantum computers},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--16},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00097-1},
doi = {10.1007/S42484-023-00097-1},
timestamp = {Thu, 09 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/MeichanetzidisTFC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MernyeiMC23,
author = {P{\'{e}}ter Mernyei and
Konstantinos Meichanetzidis and
{\.I}smail {\.I}lkan Ceylan},
title = {Equivariant quantum graph circuits: constructions for universal approximation
over graphs},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--20},
year = {2023},
url = {https://doi.org/10.1007/s42484-022-00086-w},
doi = {10.1007/S42484-022-00086-W},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/MernyeiMC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MuckeHMWP23,
author = {Sascha M{\"{u}}cke and
Raoul Heese and
Sabine M{\"{u}}ller and
Moritz Wolter and
Nico Piatkowski},
title = {Feature selection on quantum computers},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--16},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00099-z},
doi = {10.1007/S42484-023-00099-Z},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MuckeHMWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PadhaS23,
author = {Anupama Padha and
Anita Sahoo},
title = {{MAQML:} a Meta-approach to Quantum Machine Learning with Accentuated
Sample Variations for Unobtrusive Mental Health Monitoring},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--17},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00108-1},
doi = {10.1007/S42484-023-00108-1},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PadhaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PionNM23,
author = {Joel E. Pion and
Christian F. A. Negre and
Susan M. Mniszewski},
title = {Quantum computing for a profusion of postman problem variants},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--20},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00111-6},
doi = {10.1007/S42484-023-00111-6},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PionNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PiraF23,
author = {Lirand{\"{e}} Pira and
Chris Ferrie},
title = {An invitation to distributed quantum neural networks},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--24},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00114-3},
doi = {10.1007/S42484-023-00114-3},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PiraF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PregnolatoZ23,
author = {Massimo Pregnolato and
Paola Zizzi},
title = {SARS-CoV-2 spike and {ACE2} entanglement-like binding},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--13},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00098-0},
doi = {10.1007/S42484-023-00098-0},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/PregnolatoZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ProtasovL23,
author = {Stanislav I. Protasov and
Marina O. Lisnichenko},
title = {Faster quantum state decomposition with Tucker tensor approximation},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--10},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00113-4},
doi = {10.1007/S42484-023-00113-4},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ProtasovL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SagingalievaKKMKPMSD23,
author = {Asel Sagingalieva and
Mohammad Kordzanganeh and
Andrii Kurkin and
Artem Melnikov and
Daniil Kuhmistrov and
Michael Perelshtein and
Alexey Melnikov and
Andrea Skolik and
David Von Dollen},
title = {Hybrid quantum ResNet for car classification and its hyperparameter
optimization},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--15},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00123-2},
doi = {10.1007/S42484-023-00123-2},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SagingalievaKKMKPMSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ScharerC23,
author = {Kai Sch{\"{a}}rer and
Marco Comuzzi},
title = {The quantum threat to blockchain: summary and timeline analysis},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--12},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00105-4},
doi = {10.1007/S42484-023-00105-4},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ScharerC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SequeiraSB23,
author = {Andr{\'{e}} Sequeira and
Lu{\'{\i}}s Paulo Santos and
Lu{\'{\i}}s Soares Barbosa},
title = {Policy gradients using variational quantum circuits},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--15},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00101-8},
doi = {10.1007/S42484-023-00101-8},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/SequeiraSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SiemaszkoBSS23,
author = {Michal Siemaszko and
Adam Buraczewski and
Bertrand Le Saux and
Magdalena Stobinska},
title = {Rapid training of quantum recurrent neural networks},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--16},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00117-0},
doi = {10.1007/S42484-023-00117-0},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/SiemaszkoBSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SmaldoneKB23,
author = {Anthony M. Smaldone and
Gregory W. Kyro and
Victor S. Batista},
title = {Quantum convolutional neural networks for multi-channel supervised
learning},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--15},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00130-3},
doi = {10.1007/S42484-023-00130-3},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/SmaldoneKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/StokesDVC23,
author = {James Stokes and
Saibal De and
Shravan K. Veerapaneni and
Giuseppe Carleo},
title = {Continuous-variable neural network quantum states and the quantum
rotor model},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--12},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00100-9},
doi = {10.1007/S42484-023-00100-9},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/StokesDVC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ThanasilpWNCC23,
author = {Supanut Thanasilp and
Samson Wang and
Nhat A. Nghiem and
Patrick J. Coles and
Marco Cerezo},
title = {Subtleties in the trainability of quantum machine learning models},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--22},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00103-6},
doi = {10.1007/S42484-023-00103-6},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ThanasilpWNCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/TuysuzCCHKJ23,
author = {Cenk T{\"{u}}ys{\"{u}}z and
Giuseppe Clemente and
Arianna Crippa and
Tobias Hartung and
Stefan K{\"{u}}hn and
Karl Jansen},
title = {Classical splitting of parametrized quantum circuits},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--19},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00118-z},
doi = {10.1007/S42484-023-00118-Z},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/TuysuzCCHKJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/WachRJS23,
author = {Noah L. Wach and
Manuel S. Rudolph and
Fred Jendrzejewski and
Sebastian Schmitt},
title = {Data re-uploading with a single qudit},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--12},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00125-0},
doi = {10.1007/S42484-023-00125-0},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/WachRJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Zhang23,
author = {Wen{-}Ran Zhang},
title = {If {AI} machine cannot think, can {QI} machine think? - from negative
numbers to quantum intelligence for mind-light-matter unity},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--18},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00104-5},
doi = {10.1007/S42484-023-00104-5},
timestamp = {Fri, 14 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Zhang23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Zhao23,
author = {Haimeng Zhao},
title = {Non-IID quantum federated learning with one-shot communication complexity},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--11},
year = {2023},
url = {https://doi.org/10.1007/s42484-022-00091-z},
doi = {10.1007/S42484-022-00091-Z},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Zhao23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZhaoSV23,
author = {Tianchen Zhao and
James Stokes and
Shravan K. Veerapaneni},
title = {Meta-variational quantum Monte Carlo},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {1},
pages = {1--9},
year = {2023},
url = {https://doi.org/10.1007/s42484-022-00094-w},
doi = {10.1007/S42484-022-00094-W},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/ZhaoSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZhuBWLC23,
author = {Yan Zhu and
Ge Bai and
Yuexuan Wang and
Tongyang Li and
Giulio Chiribella},
title = {Quantum autoencoders for communication-efficient cloud computing},
journal = {Quantum Mach. Intell.},
volume = {5},
number = {2},
pages = {1--15},
year = {2023},
url = {https://doi.org/10.1007/s42484-023-00112-5},
doi = {10.1007/S42484-023-00112-5},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ZhuBWLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/AndoinE22,
author = {Mikel Garcia de Andoin and
Javier Echanobe},
title = {Implementable hybrid quantum ant colony optimization algorithm},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--14},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00065-1},
doi = {10.1007/S42484-022-00065-1},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/AndoinE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/AssouelJK22,
author = {Amine Assouel and
Antoine Jacquier and
Alexei Kondratyev},
title = {A quantum generative adversarial network for distributions},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--19},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00083-z},
doi = {10.1007/S42484-022-00083-Z},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/AssouelJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Azevedo0D22,
author = {Vanda Azevedo and
Carla Silva and
In{\^{e}}s Dutra},
title = {Quantum transfer learning for breast cancer detection},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00062-4},
doi = {10.1007/S42484-022-00062-4},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Azevedo0D22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BellanteLZ22,
author = {Armando Bellante and
Alessandro Luongo and
Stefano Zanero},
title = {Quantum algorithms for SVD-based data representation and analysis},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--23},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00076-y},
doi = {10.1007/S42484-022-00076-Y},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BellanteLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CepaiteCK22,
author = {Ieva Cepaite and
Brian Coyle and
Elham Kashefi},
title = {A continuous variable Born machine},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00063-3},
doi = {10.1007/S42484-022-00063-3},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CepaiteCK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Dai22,
author = {Songsong Dai},
title = {Quantum information distance based on classical descriptions},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00064-2},
doi = {10.1007/S42484-022-00064-2},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Dai22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/GengMRS22,
author = {Alexander Geng and
Ali Moghiseh and
Claudia Redenbach and
Katja Schladitz},
title = {A hybrid quantum image edge detector for the {NISQ} era},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--16},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00071-3},
doi = {10.1007/S42484-022-00071-3},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/GengMRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/GonzalezGTV22,
author = {Fabio A. Gonz{\'{a}}lez and
Joseph Alejandro Gallego and
Santiago Toledo{-}Cort{\'{e}}s and
Vladimir Vargas{-}Calder{\'{o}}n},
title = {Learning with density matrices and random features},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--17},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00079-9},
doi = {10.1007/S42484-022-00079-9},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/GonzalezGTV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/GratseaH22,
author = {Aikaterini Gratsea and
Patrick Huembeli},
title = {Exploring quantum perceptron and quantum neural network structures
with a teacher-student scheme},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
year = {2022},
url = {https://doi.org/10.1007/s42484-021-00058-6},
doi = {10.1007/S42484-021-00058-6},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/GratseaH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HamiltonLP22,
author = {Kathleen E. Hamilton and
Emily Lynn and
Raphael C. Pooser},
title = {Mode connectivity in the loss landscape of parameterized quantum circuits},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
pages = {1--14},
year = {2022},
url = {https://doi.org/10.1007/s42484-021-00059-5},
doi = {10.1007/S42484-021-00059-5},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HamiltonLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HuembeliAKMW22,
author = {Patrick Huembeli and
Juan Miguel Arrazola and
Nathan Killoran and
Masoud Mohseni and
Peter Wittek},
title = {The physics of energy-based models},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
year = {2022},
url = {https://doi.org/10.1007/s42484-021-00057-7},
doi = {10.1007/S42484-021-00057-7},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HuembeliAKMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HurKP22,
author = {Tak Hur and
Leeseok Kim and
Daniel K. Park},
title = {Quantum convolutional neural network for classical data classification},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
year = {2022},
url = {https://doi.org/10.1007/s42484-021-00061-x},
doi = {10.1007/S42484-021-00061-X},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HurKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/IncudiniTMPM22,
author = {Massimiliano Incudini and
Fabio Tarocco and
Riccardo Mengoni and
Alessandra Di Pierro and
Antonio Mandarino},
title = {Computing graph edit distance on quantum devices},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--21},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00077-x},
doi = {10.1007/S42484-022-00077-X},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/IncudiniTMPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/KobayashiNY22,
author = {Masahiro Kobayashi and
Kouhei Nakaji and
Naoki Yamamoto},
title = {Overfitting in quantum machine learning and entangling dropout},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--9},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00087-9},
doi = {10.1007/S42484-022-00087-9},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/KobayashiNY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LaRoseRV22,
author = {Ryan LaRose and
Eleanor Gilbert Rieffel and
Davide Venturelli},
title = {Mixer-phaser Ans{\"{a}}tze for quantum optimization with hard
constraints},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--9},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00069-x},
doi = {10.1007/S42484-022-00069-X},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/LaRoseRV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/LaRoseRV22a,
author = {Ryan LaRose and
Eleanor Riefel and
Davide Venturelli},
title = {Correction to: Mixer{\unicode{8209}}phaser ans{\"{a}}tze for
quantum optimization with hard constraints},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00085-x},
doi = {10.1007/S42484-022-00085-X},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/LaRoseRV22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ManginiMPGBM22,
author = {Stefano Mangini and
Alessia Marruzzo and
Marco Piantanida and
Dario Gerace and
Daniele Bajoni and
Chiara Macchiavello},
title = {Quantum neural network autoencoder and classifier applied to an industrial
case study},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--13},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00070-4},
doi = {10.1007/S42484-022-00070-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ManginiMPGBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MartinaBGC22,
author = {Stefano Martina and
Lorenzo Buffoni and
Stefano Gherardini and
Filippo Caruso},
title = {Learning the noise fingerprint of quantum devices},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00066-0},
doi = {10.1007/S42484-022-00066-0},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MartinaBGC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/NagataDN22,
author = {Koji Nagata and
Do Ngoc Diep and
Tadao Nakamura},
title = {Computational complexity in high-dimensional quantum computing},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--8},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00084-y},
doi = {10.1007/S42484-022-00084-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/NagataDN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/NoharaON22,
author = {Taisei Nohara and
Satoshi Oyama and
Itsuki Noda},
title = {Pairwise classification using quantum support vector machine with
Kronecker kernel},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--13},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00082-0},
doi = {10.1007/S42484-022-00082-0},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/NoharaON22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PirnayPS22,
author = {Niklas Pirnay and
Anna Pappa and
Jean{-}Pierre Seifert},
title = {Learning classical readout quantum PUFs based on single-qubit gates},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--10},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00073-1},
doi = {10.1007/S42484-022-00073-1},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PirnayPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PozzaBMC22,
author = {Nicola Dalla Pozza and
Lorenzo Buffoni and
Stefano Martina and
Filippo Caruso},
title = {Quantum reinforcement learning: the maze problem},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--10},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00068-y},
doi = {10.1007/S42484-022-00068-Y},
timestamp = {Wed, 27 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PozzaBMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/RossiACRCMAM22,
author = {Martina Rossi and
Luca Asproni and
Davide Caputo and
Stefano Rossi and
Alice Cusinato and
Remo Marini and
Andrea Agosti and
Marco Magagnini},
title = {Using Shor's algorithm on near term Quantum computers: a reduced version},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--10},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00072-2},
doi = {10.1007/S42484-022-00072-2},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/RossiACRCMAM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SakhnenkoOGMCB22,
author = {Alona Sakhnenko and
Corey O'Meara and
Kumar Jang Bahadur Ghosh and
Christian B. Mendl and
Giorgio Cortiana and
Juan Bernab{\'{e}}{-}Moreno},
title = {Hybrid classical-quantum autoencoder for anomaly detection},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--17},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00075-z},
doi = {10.1007/S42484-022-00075-Z},
timestamp = {Sun, 11 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SakhnenkoOGMCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SepehryIFR22,
author = {Behrooz Sepehry and
Ehsan Iranmanesh and
Michael P. Friedlander and
Pooya Ronagh},
title = {Quantum algorithms for structured prediction},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--25},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00078-w},
doi = {10.1007/S42484-022-00078-W},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/SepehryIFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Singh22,
author = {Prem Kumar Singh},
title = {Bipolar fuzzy attribute implications},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
year = {2022},
url = {https://doi.org/10.1007/s42484-021-00060-y},
doi = {10.1007/S42484-021-00060-Y},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Singh22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Taghavi22,
author = {Leila Taghavi},
title = {Simplified quantum algorithm for the oracle identification problem},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--7},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00080-2},
doi = {10.1007/S42484-022-00080-2},
timestamp = {Thu, 25 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Taghavi22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Vargas-Calderon22,
author = {Vladimir Vargas{-}Calder{\'{o}}n and
Fabio A. Gonz{\'{a}}lez and
Herbert Vinck{-}Posada},
title = {Optimisation-free density estimation and classification with quantum
circuits},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--9},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00074-0},
doi = {10.1007/S42484-022-00074-0},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Vargas-Calderon22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZhangGJV22,
author = {Yabin Zhang and
David J. Gorsich and
Paramsothy Jayakumar and
Shravan K. Veerapaneni},
title = {Continuous-variable optimization with neural network quantum states},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {1},
pages = {1--8},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00067-z},
doi = {10.1007/S42484-022-00067-Z},
timestamp = {Fri, 23 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/ZhangGJV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Zunkovic22,
author = {Bojan Zunkovic},
title = {Deep tensor networks with matrix product operators},
journal = {Quantum Mach. Intell.},
volume = {4},
number = {2},
pages = {1--12},
year = {2022},
url = {https://doi.org/10.1007/s42484-022-00081-1},
doi = {10.1007/S42484-022-00081-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Zunkovic22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/AbrahamP21,
author = {Sarin Abraham and
M. Punniyamoorthy},
title = {A fuzzy approach using asymmetrical triangular distribution in a two-person
zero-sum game for a multi-criteria decision-making problem},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--24},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00044-y},
doi = {10.1007/S42484-021-00044-Y},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/AbrahamP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/AlchieriBBB21,
author = {Leonardo Alchieri and
Davide Badalotti and
Pietro Bonardi and
Simone Bianco},
title = {An introduction to quantum machine learning: from quantum logic to
quantum deep learning},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--30},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00056-8},
doi = {10.1007/S42484-021-00056-8},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/AlchieriBBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BassHHD21,
author = {Gideon Bass and
Maxwell Henderson and
Joshua Heath and
Joseph Dulny III},
title = {Optimizing the optimizer: decomposition techniques for quantum annealing},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--14},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00039-9},
doi = {10.1007/S42484-021-00039-9},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/BassHHD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BauschSP21,
author = {Johannes Bausch and
Sathyawageeswar Subramanian and
Stephen Piddock},
title = {A quantum search decoder for natural language processing},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--24},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00041-1},
doi = {10.1007/S42484-021-00041-1},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BauschSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Caro21,
author = {Matthias C. Caro},
title = {Binary classification with classical instances and quantum labels},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--24},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00043-z},
doi = {10.1007/S42484-021-00043-Z},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Caro21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ChenWSNM21,
author = {Hongxiang Chen and
Leonard Wossnig and
Simone Severini and
Hartmut Neven and
Masoud Mohseni},
title = {Universal discriminative quantum neural networks},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--11},
year = {2021},
url = {https://doi.org/10.1007/s42484-020-00025-7},
doi = {10.1007/S42484-020-00025-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ChenWSNM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Conti21,
author = {Claudio Conti},
title = {Training Gaussian boson sampling by quantum machine learning},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--8},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00052-y},
doi = {10.1007/S42484-021-00052-Y},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Conti21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HamannDW21,
author = {Arne Hamann and
Vedran Dunjko and
Sabine W{\"{o}}lk},
title = {Quantum-accessible reinforcement learning beyond strictly epochal
environments},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--18},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00049-7},
doi = {10.1007/S42484-021-00049-7},
timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/HamannDW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HendersonGB21,
author = {Maxwell P. Henderson and
Jarred Gallina and
Michael T. Brett},
title = {Methods for accelerating geospatial data processing using quantum
computers},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--9},
year = {2021},
url = {https://doi.org/10.1007/s42484-020-00034-6},
doi = {10.1007/S42484-020-00034-6},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HendersonGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HubregtsenPSB21,
author = {Thomas Hubregtsen and
Josef Pichlmeier and
Patrick Stecher and
Koen Bertels},
title = {Evaluation of parameterized quantum circuits: on the relation between
classification accuracy, expressibility, and entangling capability},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--19},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00038-w},
doi = {10.1007/S42484-021-00038-W},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HubregtsenPSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Kheiri21,
author = {Rasoul Kheiri},
title = {A projective simulation scheme for partially observable multi-agent
systems},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--16},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00037-x},
doi = {10.1007/S42484-021-00037-X},
timestamp = {Thu, 29 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Kheiri21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/KulkarniKP21,
author = {Viraj Kulkarni and
Milind Kulkarni and
Aniruddha Pant},
title = {Quantum computing methods for supervised learning},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--14},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00050-0},
doi = {10.1007/S42484-021-00050-0},
timestamp = {Tue, 05 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/KulkarniKP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/KusZB21,
author = {Gawel I. Kus and
Sybrand van der Zwaag and
Miguel A. Bessa},
title = {Sparse quantum Gaussian processes to counter the curse of dimensionality},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--12},
year = {2021},
url = {https://doi.org/10.1007/s42484-020-00032-8},
doi = {10.1007/S42484-020-00032-8},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/KusZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Leyton-OrtegaPP21,
author = {Vicente Leyton{-}Ortega and
Alejandro Perdomo{-}Ortiz and
Oscar J. Perdomo},
title = {Robust implementation of generative modeling with parametrized quantum
circuits},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--10},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00040-2},
doi = {10.1007/S42484-021-00040-2},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Leyton-OrtegaPP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MengoniIP21,
author = {Riccardo Mengoni and
Massimiliano Incudini and
Alessandra Di Pierro},
title = {Facial expression recognition on a quantum computer},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--11},
year = {2021},
url = {https://doi.org/10.1007/s42484-020-00035-5},
doi = {10.1007/S42484-020-00035-5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MengoniIP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PastorelloBC21,
author = {Davide Pastorello and
Enrico Blanzieri and
Valter Cavecchia},
title = {Learning adiabatic quantum algorithms over optimization problems},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--19},
year = {2021},
url = {https://doi.org/10.1007/s42484-020-00030-w},
doi = {10.1007/S42484-020-00030-W},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/PastorelloBC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/PirhooshyaranT21,
author = {Mohammad Pirhooshyaran and
Tam{\'{a}}s Terlaky},
title = {Quantum circuit design search},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--14},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00051-z},
doi = {10.1007/S42484-021-00051-Z},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/PirhooshyaranT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SaeediPA21,
author = {Seyran Saeedi and
Aliakbar Panahi and
Tom Arodz},
title = {Quantum semi-supervised kernel learning},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--11},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00053-x},
doi = {10.1007/S42484-021-00053-X},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SaeediPA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SiloiCPFF21,
author = {Ilaria Siloi and
Virginia Carnevali and
Bibek Pokharel and
Marco Fornari and
Rosa Di Felice},
title = {Investigating the Chinese postman problem on a quantum annealer},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--10},
year = {2021},
url = {https://doi.org/10.1007/s42484-020-00031-9},
doi = {10.1007/S42484-020-00031-9},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SiloiCPFF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SkolikMMSL21,
author = {Andrea Skolik and
Jarrod R. McClean and
Masoud Mohseni and
Patrick van der Smagt and
Martin Leib},
title = {Layerwise learning for quantum neural networks},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--11},
year = {2021},
url = {https://doi.org/10.1007/s42484-020-00036-4},
doi = {10.1007/S42484-020-00036-4},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SkolikMMSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/TuysuzRNDDPVVF21,
author = {Cenk T{\"{u}}ys{\"{u}}z and
Carla Rieger and
Kristiane Novotny and
Bilge Demirk{\"{o}}z and
Daniel Dobos and
Karolos Potamianos and
Sofia Vallecorsa and
Jean{-}Roch Vlimant and
Richard Forster},
title = {Hybrid quantum classical graph neural networks for particle track
reconstruction},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--20},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00055-9},
doi = {10.1007/S42484-021-00055-9},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/TuysuzRNDDPVVF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/WilsonSWHTR21,
author = {Max Wilson and
Rachel Stromswold and
Filip A. Wudarski and
Stuart Hadfield and
Norm M. Tubman and
Eleanor Gilbert Rieffel},
title = {Optimizing quantum heuristics with meta-learning},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--14},
year = {2021},
url = {https://doi.org/10.1007/s42484-020-00022-w},
doi = {10.1007/S42484-020-00022-W},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/WilsonSWHTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/WilsonVHR21,
author = {Max Wilson and
Thomas Vandal and
Tad Hogg and
Eleanor Gilbert Rieffel},
title = {Quantum-assisted associative adversarial network: applying quantum
annealing in deep learning},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--14},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00047-9},
doi = {10.1007/S42484-021-00047-9},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/WilsonVHR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/YarkoniKDNH21,
author = {Sheir Yarkoni and
Andrii Kleshchonok and
Yury Dzerin and
Florian Neukart and
Marc Hilbert},
title = {Semi-supervised time series classification method for quantum computing},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--11},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00042-0},
doi = {10.1007/S42484-021-00042-0},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/YarkoniKDNH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZhaoFRDF21,
author = {Zhikuan Zhao and
Jack K. Fitzsimons and
Patrick Rebentrost and
Vedran Dunjko and
Joseph F. Fitzsimons},
title = {Smooth input preparation for quantum and quantum-inspired machine
learning},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--6},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00045-x},
doi = {10.1007/S42484-021-00045-X},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ZhaoFRDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZhaoG21,
author = {Chen Zhao and
Xiao{-}Shan Gao},
title = {{QDNN:} deep neural networks with quantum layers},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--9},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00046-w},
doi = {10.1007/S42484-021-00046-W},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/ZhaoG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZhaoZRF21,
author = {Liming Zhao and
Zhikuan Zhao and
Patrick Rebentrost and
Joseph F. Fitzsimons},
title = {Compiling basic linear algebra subroutines for quantum computers},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--10},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00048-8},
doi = {10.1007/S42484-021-00048-8},
timestamp = {Mon, 12 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ZhaoZRF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZlokapaAVDJLS21,
author = {Alexander Zlokapa and
Abhishek Anand and
Jean{-}Roch Vlimant and
Javier M. Duarte and
Joshua Job and
Daniel A. Lidar and
Maria Spiropulu},
title = {Charged particle tracking with quantum annealing optimization},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {2},
pages = {1--11},
year = {2021},
url = {https://doi.org/10.1007/s42484-021-00054-w},
doi = {10.1007/S42484-021-00054-W},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/ZlokapaAVDJLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZoufalLW21,
author = {Christa Zoufal and
Aur{\'{e}}lien Lucchi and
Stefan Woerner},
title = {Variational quantum Boltzmann machines},
journal = {Quantum Mach. Intell.},
volume = {3},
number = {1},
pages = {1--15},
year = {2021},
url = {https://doi.org/10.1007/s42484-020-00033-7},
doi = {10.1007/S42484-020-00033-7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/ZoufalLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/AbbasSP20,
author = {Amira Abbas and
Maria Schuld and
Francesco Petruccione},
title = {On quantum ensembles of quantum classifiers},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--8},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00018-6},
doi = {10.1007/S42484-020-00018-6},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/AbbasSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/AsproniCSFM20,
author = {Luca Asproni and
Davide Caputo and
Blanca Silva and
Giovanni Fazzi and
Marco Magagnini},
title = {Accuracy and minor embedding in subqubo decomposition with fully connected
large problems: a case study about the number partitioning problem},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--7},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00014-w},
doi = {10.1007/S42484-020-00014-W},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/AsproniCSFM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BoyajianCTDB20,
author = {Walter L. Boyajian and
Jens Clausen and
Lea M. Trenkwalder and
Vedran Dunjko and
Hans J. Briegel},
title = {On the convergence of projective-simulation-based reinforcement learning
in Markov decision processes},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {2},
pages = {1--21},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00023-9},
doi = {10.1007/S42484-020-00023-9},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BoyajianCTDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CaroD20,
author = {Matthias C. Caro and
Ishaun Datta},
title = {Pseudo-dimension of quantum circuits},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {2},
pages = {1--14},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00027-5},
doi = {10.1007/S42484-020-00027-5},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/CaroD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/CasaleMKR20,
author = {Balthazar Casal{\'{e}} and
Giuseppe Di Molfetta and
Hachem Kadri and
Liva Ralaivola},
title = {Quantum bandits},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--7},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00024-8},
doi = {10.1007/S42484-020-00024-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/CasaleMKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Dai20,
author = {Songsong Dai},
title = {A note on implication operators of quantum logic},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {2},
pages = {1--6},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00029-3},
doi = {10.1007/S42484-020-00029-3},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/Dai20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HamiltonP20,
author = {Kathleen E. Hamilton and
Raphael C. Pooser},
title = {Error-mitigated data-driven circuit learning on noisy quantum hardware},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--15},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00021-x},
doi = {10.1007/S42484-020-00021-X},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HamiltonP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/HendersonSPC20,
author = {Maxwell Henderson and
Samriddhi Shakya and
Shashindra Pradhan and
Tristan Cook},
title = {Quanvolutional neural networks: powering image recognition with quantum
circuits},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--9},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00012-y},
doi = {10.1007/S42484-020-00012-Y},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/HendersonSPC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/JonesGKJ20,
author = {Eric B. Jones and
Peter A. Graf and
Eliot Kapit and
Wesley B. Jones},
title = {K-spin Hamiltonian for quantum-resolvable Markov decision processes},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {2},
pages = {1--11},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00026-6},
doi = {10.1007/S42484-020-00026-6},
timestamp = {Sat, 14 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/JonesGKJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/KathuriaRMB20,
author = {Kunal Kathuria and
Aakrosh Ratan and
Michael McConnell and
Stefan Bekiranov},
title = {Implementation of a Hamming distance-like genomic quantum classifier
using inner products on ibmqx2 and ibmq{\_}16{\_}melbourne},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--26},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00017-7},
doi = {10.1007/S42484-020-00017-7},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/KathuriaRMB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MackeprangDW20,
author = {Jelena Mackeprang and
Durga B. Rao Dasari and
J{\"{o}}rg Wrachtrup},
title = {A reinforcement learning approach for quantum state engineering},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--14},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00016-8},
doi = {10.1007/S42484-020-00016-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MackeprangDW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/NguyenBS20,
author = {Nam H. Nguyen and
Elizabeth C. Behrman and
James Edward Steck},
title = {Quantum learning with noise and decoherence: a robust quantum neural
network},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--15},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00013-x},
doi = {10.1007/S42484-020-00013-X},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/NguyenBS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ParkPR20,
author = {Kyungdeock Daniel Park and
Jonghun Park and
June{-}Koo Kevin Rhee},
title = {Quantum-classical reinforcement learning for decoding noisy classical
parity information},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--11},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00019-5},
doi = {10.1007/S42484-020-00019-5},
timestamp = {Thu, 29 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/ParkPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SilvaALD20,
author = {Carla Silva and
Ana Aguiar and
Priscila M. V. Lima and
In{\^{e}}s Dutra},
title = {Mapping graph coloring to quantum annealing},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {2},
pages = {1--19},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00028-4},
doi = {10.1007/S42484-020-00028-4},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/SilvaALD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/SuzukiYGUTAY20,
author = {Yudai Suzuki and
Hiroshi Yano and
Qi Gao and
Shumpei Uno and
Tomoki Tanaka and
Manato Akiyama and
Naoki Yamamoto},
title = {Analysis and synthesis of feature map for kernel-based quantum classifier},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--9},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00020-y},
doi = {10.1007/S42484-020-00020-Y},
timestamp = {Tue, 06 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/SuzukiYGUTAY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/VarsamopoulosBA20,
author = {Savvas Varsamopoulos and
Koen Bertels and
Carmen G. Almud{\'{e}}ver},
title = {Decoding surface code with a distributed neural network-based decoder},
journal = {Quantum Mach. Intell.},
volume = {2},
number = {1},
pages = {1--12},
year = {2020},
url = {https://doi.org/10.1007/s42484-020-00015-9},
doi = {10.1007/S42484-020-00015-9},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/VarsamopoulosBA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/Acampora19,
author = {Giovanni Acampora},
title = {Quantum machine intelligence},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {1-2},
pages = {1--3},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00006-5},
doi = {10.1007/S42484-019-00006-5},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/Acampora19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/AcamporaCHLPV19,
author = {Giovanni Acampora and
Vittorio Cataudella and
Pratibha Raghupati Hegde and
Procolo Lucignano and
Gianluca Passarelli and
Autilia Vitiello},
title = {An evolutionary strategy for finding effective quantum 2-body Hamiltonians
of \emph{p}-body interacting systems},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {3-4},
pages = {113--122},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00011-8},
doi = {10.1007/S42484-019-00011-8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/AcamporaCHLPV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BabukhinZP19,
author = {D. V. Babukhin and
A. A. Zhukov and
W. V. Pogosov},
title = {Nondestructive classification of quantum states using an algorithmic
quantum computer},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {3-4},
pages = {87--96},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00010-9},
doi = {10.1007/S42484-019-00010-9},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BabukhinZP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/BromleyR19,
author = {Thomas R. Bromley and
Patrick Rebentrost},
title = {Batched quantum state exponentiation and quantum Hebbian learning},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {1-2},
pages = {31--40},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00002-9},
doi = {10.1007/S42484-019-00002-9},
timestamp = {Wed, 27 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/BromleyR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MengoniP19,
author = {Riccardo Mengoni and
Alessandra Di Pierro},
title = {Kernel methods in Quantum Machine Learning},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {3-4},
pages = {65--71},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00007-4},
doi = {10.1007/S42484-019-00007-4},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MengoniP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/MoustakidisCPKP19,
author = {Serafeim P. Moustakidis and
Eirini Christodoulou and
Elpiniki Papageorgiou and
Christos Kokkotis and
Nikolaos I. Papandrianos and
Dimitrios Tsaopoulos},
title = {Application of machine intelligence for osteoarthritis classification:
a classical implementation and a quantum perspective},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {3-4},
pages = {73--86},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00008-3},
doi = {10.1007/S42484-019-00008-3},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/qmi/MoustakidisCPKP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ODriscollNK19,
author = {L. O'Driscoll and
Rosanna Nichols and
Paul A. Knott},
title = {A hybrid machine learning algorithm for designing quantum experiments},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {1-2},
pages = {5--15},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00003-8},
doi = {10.1007/S42484-019-00003-8},
timestamp = {Fri, 31 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/ODriscollNK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/VenturelliK19,
author = {Davide Venturelli and
Alexei Kondratyev},
title = {Reverse quantum annealing approach to portfolio optimization problems},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {1-2},
pages = {17--30},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00001-w},
doi = {10.1007/S42484-019-00001-W},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/VenturelliK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/YounesS19,
author = {Yousef Younes and
Ingo Schmitt},
title = {On quantum implication},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {1-2},
pages = {53--63},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00005-6},
doi = {10.1007/S42484-019-00005-6},
timestamp = {Fri, 31 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/YounesS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/YoussryEZ19,
author = {Akram Youssry and
Ahmed El{-}Rafei and
Ri{-}Gui Zhou},
title = {A continuous-variable quantum-inspired algorithm for classical image
segmentation},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {3-4},
pages = {97--111},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00009-2},
doi = {10.1007/S42484-019-00009-2},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/YoussryEZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/qmi/ZhaoPRW19,
author = {Zhikuan Zhao and
Alejandro Pozas{-}Kerstjens and
Patrick Rebentrost and
Peter Wittek},
title = {Bayesian deep learning on a quantum computer},
journal = {Quantum Mach. Intell.},
volume = {1},
number = {1-2},
pages = {41--51},
year = {2019},
url = {https://doi.org/10.1007/s42484-019-00004-7},
doi = {10.1007/S42484-019-00004-7},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/qmi/ZhaoPRW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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