v1v2 (latest)

Quantum Machine Learning

28 November 2016

Jacob Biamonte

Papers citing "Quantum Machine Learning"

50 / 377 papers shown

Title
Enhancing Generative Models via Quantum CorrelationsPhysical Review X (PRX), 2021 Xun Gao Eric R. Anschuetz Sheng-Tao Wang J. I. Cirac M. Lukin 72 99 0 20 Jan 2021
On the statistical complexity of quantum circuits Kaifeng Bu D. E. Koh Lu Li Qingxian Luo Yaobo Zhang 210 50 0 15 Jan 2021
Information-theoretic bounds on quantum advantage in machine learningPhysical Review Letters (PRL), 2021 Hsin-Yuan Huang R. Kueng J. Preskill 332 271 0 07 Jan 2021
Connecting ansatz expressibility to gradient magnitudes and barren plateausPRX Quantum (PRX Quantum), 2021 Zoë Holmes Kunal Sharma M. Cerezo Patrick J. Coles 403 528 0 06 Jan 2021
Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis Brian Coyle Mina Doosti E. Kashefi N. Kumar 133 4 0 21 Dec 2020
Quantum reinforcement learning in continuous action spaceQuantum (Quantum), 2020 Shaojun Wu Shan Jin Dingding Wen Donghong Han Xiaoting Wang LRM 405 57 0 19 Dec 2020
Variational Quantum AlgorithmsNature Reviews Physics (Nat. Rev. Phys.), 2020 M. Cerezo A. Arrasmith Ryan Babbush S. Benjamin Suguru Endo ... Jarrod R. McClean K. Mitarai Xiao Yuan L. Cincio Patrick J. Coles 387 3,133 0 16 Dec 2020
Programmable Quantum Annealers as Noisy Gibbs SamplersPRX Quantum (PRX Quantum), 2020 Marc Vuffray Carleton Coffrin Y. Kharkov A. Lokhov 97 33 0 16 Dec 2020
Quantum Technology for Economists Isaiah Hull Or Sattath E. Diamanti G. Wendin 317 19 0 08 Dec 2020
Absence of Barren Plateaus in Quantum Convolutional Neural Networks Arthur Pesah M. Cerezo Samson Wang T. Volkoff A. Sornborger Patrick J. Coles 275 328 0 05 Nov 2020
Experimental Quantum Generative Adversarial Networks for Image Generation Heliang Huang Yuxuan Du Mingming Gong You-Wei Zhao Yulin Wu ... Chao Lu Yu-Ao Chen Dacheng Tao Xiaobo Zhu Jian-Wei Pan GAN 275 232 0 13 Oct 2020
A rigorous and robust quantum speed-up in supervised machine learningNature Physics (Nat. Phys.), 2020 Yunchao Liu Srinivasan Arunachalam K. Temme 509 643 0 05 Oct 2020
A Derivative-free Method for Quantum Perceptron Training in Multi-layered Neural NetworksInternational Conference on Neural Information Processing (ICONIP), 2020 T. M. Khan A. Robles-Kelly 136 16 0 23 Sep 2020
Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testingnpj Quantum Information (npjQI), 2020 Maurice Weber Nana Liu Yue Liu Ce Zhang Zhikuan Zhao AAML 284 39 0 21 Sep 2020
Quantum Discriminator for Binary ClassificationScientific Reports (Sci Rep), 2020 Prasanna Date Wyatt Smith 388 14 0 02 Sep 2020
Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature SpacesPhysical Review Letters (PRL), 2020 Takahiro Goto Quoc Hoan Tran Kohei Nakajima 210 88 0 01 Sep 2020
Robustness Verification of Quantum Classifiers J. Guan Wang Fang Mingsheng Ying AAML 258 28 0 17 Aug 2020
A divide-and-conquer algorithm for quantum state preparation Israel F. Araujo D. Park Francesco Petruccione A. J. D. Silva 157 202 0 04 Aug 2020
Quantum One-class Classification With a Distance-based ClassifierIEEE International Joint Conference on Neural Network (IJCNN), 2020 Nicolas Oliveira Lucas P. de Albuquerque W. R. Oliveira Teresa B Ludermir A. J. D. Silva VLM 121 1 0 31 Jul 2020
On the Quantum versus Classical Learnability of Discrete DistributionsQuantum (Quantum), 2020 R. Sweke Jean-Pierre Seifert D. Hangleiter Jens Eisert 144 104 0 28 Jul 2020
Noise-Induced Barren Plateaus in Variational Quantum AlgorithmsNature Communications (Nat Commun), 2020 Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 656 776 0 28 Jul 2020
Reformulation of the No-Free-Lunch Theorem for Entangled Data SetsPhysical Review Letters (PRL), 2020 Kunal Sharma M. Cerezo Zoë Holmes L. Cincio A. Sornborger Patrick J. Coles 251 53 0 09 Jul 2020
Quantum Computing Methods for Supervised Learning V. Kulkarni Milind Kulkarni Aniruddha Pant 128 31 0 22 Jun 2020
High-Dimensional Similarity Search with Quantum-Assisted Variational AutoencoderKnowledge Discovery and Data Mining (KDD), 2020 Nicholas Gao M. Wilson T. Vandal W. Vinci R. Nemani E. Rieffel DRL 109 22 0 13 Jun 2020
The prospects of quantum computing in computational molecular biology C. Outeiral M. Strahm Jiye Shi Garrett M. Morris S. Benjamin Charlotte M. Deane 162 205 0 26 May 2020
Trainability of Dissipative Perceptron-Based Quantum Neural NetworksPhysical Review Letters (PRL), 2020 Kunal Sharma M. Cerezo L. Cincio Patrick J. Coles GNN 208 161 0 26 May 2020
On compression rate of quantum autoencoders: Control design, numerical and experimental realization Hailan Ma Chang-Jiang Huang Chunlin Chen D. Dong Yuanlong Wang R. Wu G. Xiang DRL 192 28 0 22 May 2020
Variational quantum Gibbs state preparation with a truncated Taylor series Youle Wang Guangxi Li Xin Wang 161 86 0 18 May 2020
Quantum Natural Language Processing on Near-Term Quantum Computers K. Meichanetzidis S. Gogioso G. Felice Nicolò Chiappori Alexis Toumi B. Coecke 242 77 0 08 May 2020
Towards quantum advantage via topological data analysisQuantum (Quantum), 2020 Casper Gyurik Chris Cade Vedran Dunjko 184 47 0 06 May 2020
Variational Quantum Eigensolver for Frustrated Quantum Systems Alexey Uvarov Jacob Biamonte D. Yudin 118 57 0 01 May 2020
Quantum machine learning and quantum biomimetics: A perspective L. Lamata AI4CE 185 60 0 25 Apr 2020
Topological Quantum Compiling with Reinforcement LearningPhysical Review Letters (PRL), 2020 Yuanhua Zhang Peikun Zheng Yi Zhang D. Deng 129 90 0 09 Apr 2020
On the Principles of Differentiable Quantum Programming LanguagesACM-SIGPLAN Symposium on Programming Language Design and Implementation (PLDI), 2020 Shaopeng Zhu S. Hung Shouvanik Chakrabarti Xiaodi Wu 70 8 0 02 Apr 2020
Quantum noise protects quantum classifiers against adversariesPhysical Review Research (PRResearch), 2020 Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao Nana Liu AAML 145 131 0 20 Mar 2020
Single-exposure absorption imaging of ultracold atoms using deep learning G. Ness Anastasiya Vainbaum Constantine Shkedrov Yanay Florshaim Y. Sagi 166 16 0 03 Mar 2020
Quantum BanditsQuantum Machine Intelligence (QMI), 2020 Balthazar Casalé G. Di Molfetta Hachem Kadri L. Ralaivola 141 30 0 15 Feb 2020
Finding Quantum Critical Points with Neural-Network Quantum StatesEuropean Conference on Artificial Intelligence (ECAI), 2020 Remmy A. M. Zen Long My Ryan Tan F. Hébert M. Gattobigio C. Miniatura Dario Poletti S. Bressan 71 7 0 07 Feb 2020
Temporal Information Processing on Noisy Quantum ComputersPhysical Review Applied (PR Applied), 2020 Jiayin Chen H. Nurdin N. Yamamoto 145 105 0 26 Jan 2020
Parametric Probabilistic Quantum MemoryNeurocomputing (Neurocomputing), 2020 Rodrigo S. Sousa P. D. Santos T. M. L. Veras W. R. Oliveira A. J. D. Silva 109 9 0 11 Jan 2020
Tangent-Space Gradient Optimization of Tensor Network for Machine LearningPhysical Review E (PRE), 2020 Zheng-Zhi Sun Shi-Ju Ran G. Su 101 16 0 10 Jan 2020
Quantum Machine Learning Algorithm for Knowledge GraphsACM Transactions on Quantum Computing (ACM TQC), 2020 Yunpu Ma Volker Tresp 178 16 0 04 Jan 2020
Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach Ramin Ayanzadeh M. Halem Timothy W. Finin 65 5 0 01 Jan 2020
Quantum Adversarial Machine LearningPhysical Review Research (PRR), 2019 Sirui Lu L. Duan D. Deng AAML 279 129 0 31 Dec 2019
Transfer learning in hybrid classical-quantum neural networks A. Mari T. Bromley J. Izaac Maria Schuld N. Killoran 185 352 0 17 Dec 2019
Variational Quantum Circuits for Quantum State Tomography Yong Liu Dongyang Wang Shichuan Xue Anqi Huang Xiang Fu ... Heliang Huang Mingtang Deng Chu Guo Xuejun Yang Junjie Wu 121 48 0 16 Dec 2019
A quantum active learning algorithm for sampling against adversarial attacksNew Journal of Physics (New J. Phys.), 2019 Pablo Antonio Moreno Casares M. Martin-Delgado AAML 194 11 0 06 Dec 2019
A Path Towards Quantum Advantage in Training Deep Generative Models with Quantum Annealers Walter Winci L. Buffoni Hossein Sadeghi Amir Khoshaman Evgeny Andriyash Mohammad H. Amin BDL DRL 97 60 0 04 Dec 2019
Quantum Computation with Machine-Learning-Controlled Quantum Stuff L. Hardy Adam G. M. Lewis 38 2 0 29 Nov 2019
Variational Quantum Algorithms for Dimensionality Reduction and Classification Jin‐Min Liang Shuqian Shen Ming Li Lei Li 84 37 0 27 Oct 2019