Papers citing 'Quantum Machine Learning'

Title
Variational Quantum Algorithms for Dimensionality Reduction and Classification Jin‐Min Liang Shuqian Shen Ming Li Lei Li 84 37 0 27 Oct 2019
On the convergence of projective-simulation-based reinforcement learning in Markov decision processesQuantum Machine Intelligence (QMI), 2019 Walter L. Boyajian Jens Clausen Lea M. Trenkwalder Vedran Dunjko Hans J. Briegel 213 16 0 25 Oct 2019
Geometry of learning neural quantum states Chae-Yeun Park M. Kastoryano 139 71 0 24 Oct 2019
Information Scrambling in Quantum Neural NetworksPhysical Review Letters (PRL), 2019 Huitao Shen Pengfei Zhang Yi-Zhuang You H. Zhai GNN 249 57 0 26 Sep 2019
Quantum process tomography with unknown single-preparation input states Y. Deville A. Deville 59 12 0 18 Sep 2019
Learning Algebraic Models of Quantum EntanglementQuantum Information Processing (QIP), 2019 Hamza Jaffali Luke Oeding 160 10 0 27 Aug 2019
Quantum Expectation-Maximization Algorithm Hideyuki Miyahara Kazuyuki Aihara W. Lechner VLM 95 24 0 19 Aug 2019
A Quantum-inspired Algorithm for General Minimum Conical Hull ProblemsPhysical Review Research (PRR), 2019 Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao 234 14 0 16 Jul 2019
An Artificial Spiking Quantum Neuronnpj Quantum Information (npjQI), 2019 L. B. Kristensen M. Degroote P. Wittek Alán Aspuru-Guzik N. Zinner 179 31 0 14 Jul 2019
Quantum-inspired canonical correlation analysis for exponentially large dimensional dataNeural Networks (NN), 2019 Naoko Koide-Majima Kei Majima 142 11 0 07 Jul 2019
Experimental measurement of Hilbert-Schmidt distance between two-qubit states as means for speeding-up machine learningPhysical Review Letters (PRL), 2019 Vojtěch Trávníček Karol Bartkiewicz A. Černoch K. Lemr 101 15 0 04 Jul 2019
Variational Quantum Circuits for Deep Reinforcement LearningIEEE Access (IEEE Access), 2019 Samuel Yen-Chi Chen Chao-Han Huck Yang Jun Qi Pin-Yu Chen Xiaoli Ma H. Goan 247 390 0 30 Jun 2019
Machine Learning Phase Transitions with a Quantum Processor Alexey Uvarov A. Kardashin Jacob Biamonte 111 69 0 24 Jun 2019
Predicting Research Trends with Semantic and Neural Networks with an application in Quantum PhysicsProceedings of the National Academy of Sciences of the United States of America (PNAS), 2019 Mario Krenn A. Zeilinger GNN 188 83 0 17 Jun 2019
Experimental kernel-based quantum machine learning in finite feature spaceScientific Reports (Sci Rep), 2019 Karol Bartkiewicz C. Gneiting A. Černoch K. Jiráková K. Lemr Franco Nori 146 81 0 10 Jun 2019
Protocol for implementing quantum nonparametric learning with trapped ionsPhysical Review Letters (PRL), 2019 Dan-Bo Zhang Shi-Liang Zhu Zhenghan Wang 88 15 0 08 Jun 2019
Near-Term Quantum-Classical Associative Adversarial Networks Eric R. Anschütz Cristian Zanoci GAN 149 13 0 30 May 2019
Wave Physics as an Analog Recurrent Neural NetworkScience Advances (Sci Adv), 2019 Tyler W. Hughes Ian A. D. Williamson M. Minkov S. Fan 216 318 0 29 Apr 2019
Quantum-assisted associative adversarial network: Applying quantum annealing in deep learning M. Wilson T. Vandal Tad Hogg E. Rieffel GAN BDL 112 40 0 23 Apr 2019
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications Yuxuan Du Min-hsiu Hsieh Dacheng Tao 170 23 0 21 Apr 2019
Quantum-Inspired Computing: Can it be a Microscopic Computing Model of the Brain? Y. Katayama 139 4 0 11 Apr 2019
Sublinear quantum algorithms for training linear and kernel-based classifiers Tongyang Li Shouvanik Chakrabarti Xiaodi Wu 172 81 0 04 Apr 2019
Low-Depth Optical Neural Networks Xiao-Ming Zhang M. Yung 114 10 0 03 Apr 2019
Generative Tensor Network Classification Model for Supervised Machine Learning Zheng-Zhi Sun C. Peng Ding Liu Shi-Ju Ran G. Su 94 48 0 26 Mar 2019
Efficient Learning for Deep Quantum Neural NetworksNature Communications (Nat Commun), 2019 Kerstin Beer Dmytro Bondarenko Terry Farrelly T. Osborne Robert Salzmann Ramona Wolf 205 647 0 27 Feb 2019
Revealing quantum chaos with machine learning Y. Kharkov V. E. Sotskov A. A. Karazeev E. Kiktenko A. Fedorov AI4CE 119 28 0 25 Feb 2019
'Zhores' -- Petaflops supercomputer for data-driven modeling, machine learning and artificial intelligence installed in Skolkovo Institute of Science and Technology Igor Zacharov R. Arslanov Maxim Gunin D. Stefonishin Sergey Pavlov O. Panarin Anton K. Maliutin S. Rykovanov M. Fedorov AI4CE VLM 166 195 0 20 Feb 2019
Probabilistic Modeling with Matrix Product States J. Stokes John Terilla 103 36 0 19 Feb 2019
Factoring semi-primes with (quantum) SAT-solvers M. Mosca Sebastian R. Verschoor LRM 144 19 0 04 Feb 2019
Quantum Speedup in Adaptive Boosting of Binary Classification Ximing Wang Yue-Chi Ma Min-hsiu Hsieh M. Yung 89 23 0 03 Feb 2019
Physical-Layer Supervised Learning Assisted by an Entangled Sensor Network Quntao Zhuang Zheshen Zhang 119 108 0 28 Jan 2019
Machine learning applied to quantum synchronization-assisted probing Gabriel Garau Estarellas G. Giorgi Miguel C. Soriano R. Zambrini 89 11 0 16 Jan 2019
Learning Nonlinear Input-Output Maps with Dissipative Quantum Systems Jiayin Chen H. Nurdin 202 54 0 07 Jan 2019
A hybrid machine-learning algorithm for designing quantum experiments L. O'Driscoll R. Nichols P. Knott 99 50 0 07 Dec 2018
Quantum algorithms for feedforward neural networks J. Allcock Chang-Yu Hsieh Iordanis Kerenidis Shengyu Zhang 181 62 0 07 Dec 2018
Measurement-based adaptation protocol with quantum reinforcement learning in a Rigetti quantum computerQuantum Reports (QR), 2018 Julio Olivares-Sánchez J. Casanova Enrique Solano L. Lamata 187 39 0 19 Nov 2018
Deep Learning Super-Diffusion in Multiplex Networks Vito M. Leli Saeed Osat T. Tlyachev Dmitry V. Dylov Jacob D. Biamonte GNN AI4CE 77 4 0 09 Nov 2018
Quantum principal component analysis only achieves an exponential speedup because of its state preparation assumptions Ewin Tang 172 122 0 31 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 328 144 0 15 Oct 2018
Two new results about quantum exact learning Srinivasan Arunachalam Sourav Chakraborty Troy Lee Manaswi Paraashar Ronald de Wolf 292 30 0 30 Sep 2018
A Grover-search Based Quantum Learning Scheme for Classification Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao 205 44 0 17 Sep 2018
A Quantum Many-body Wave Function Inspired Language Modeling Approach Peng Zhang Zhan Su Lipeng Zhang Benyou Wang D. Song 119 46 0 28 Aug 2018
Quantum enhanced cross-validation for near-optimal neural networks architecture selection P. D. Santos Rodrigo S. Sousa Ismael C. S. Araújo A. J. D. Silva 98 7 0 27 Aug 2018
Migrating Knowledge between Physical Scenarios based on Artificial Neural Networks Yurui Qu Li Jing Yichen Shen Min Qiu Marin Soljacic MedIm AI4CE 175 105 0 27 Aug 2018
Realizing quantum linear regression with auxiliary qumodes Dan-Bo Zhang Z. Xue Shi-Liang Zhu Z. D. Wang 77 13 0 27 Aug 2018
Learning and Inference on Generative Adversarial Quantum Circuits J. Zeng Y. Wu Jin-Guo Liu Lei Wang Jiangping Hu GAN 180 82 0 10 Aug 2018
Quantized Single-Ion-Channel Hodgkin-Huxley Model for Quantum Neurons Tasio Gonzalez-Raya Xiao-Hang Cheng Iñigo L. Egusquiza Xi Chen M. Sanz Enrique Solano 164 8 0 27 Jul 2018
Bayesian Deep Learning on a Quantum ComputerQuantum Machine Intelligence (QMI), 2018 Zhikuan Zhao Alejandro Pozas-Kerstjens Patrick Rebentrost P. Wittek UQCV BDL 198 76 0 29 Jun 2018
Continuous-variable quantum neural networks N. Killoran T. Bromley J. M. Arrazola Maria Schuld N. Quesada S. Lloyd GNN 151 407 0 18 Jun 2018
Universal discriminative quantum neural networks Hongxiang Chen Leonard Wossnig Simone Severini Hartmut Neven Masoud Mohseni 162 88 0 22 May 2018