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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 = {Tue, 02 Apr 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, 04 Aug 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/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 = {Tue, 24 Sep 2024 01:00:00 +0200}, 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/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, 17 Sep 2024 01:00:00 +0200}, 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 = {Thu, 03 Oct 2024 01:00:00 +0200}, 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/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/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/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, 01 Sep 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 = {Tue, 17 Sep 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/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/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, 05 Aug 2024 01:00:00 +0200}, 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 = {Sat, 08 Jun 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/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 = {Tue, 24 Sep 2024 01:00:00 +0200}, 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/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 = {Mon, 05 Aug 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 = {Sun, 01 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/qmi/PiraF24.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 = {Sat, 08 Jun 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/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 = {Tue, 13 Aug 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/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 = {Tue, 17 Sep 2024 01:00:00 +0200}, 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 = {Fri, 20 Sep 2024 01:00:00 +0200}, 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 = {Sat, 08 Jun 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 = {Tue, 16 Apr 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 = {Sat, 08 Jun 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/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 = {Mon, 05 Aug 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/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 = {Tue, 24 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/qmi/WazniLMS24.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 = {Tue, 24 Sep 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/qmi/WulffAAGIIPDRSGL24.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} }
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