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@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}
}
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