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Quantum Machine Learning

28 November 2016

Jacob Biamonte

Papers citing "Quantum Machine Learning"

50 / 378 papers shown

Title
Experimental quantum adversarial learning with programmable superconducting qubitsNature Computational Science (Nat. Comput. Sci.), 2022 W. Ren Weikang Li Shibo Xu Ke Wang Wenjie Jiang ... Zhen Wang Jacob Biamonte Chao Song D. Deng H. Wang AAML 223 106 0 04 Apr 2022
Analytic theory for the dynamics of wide quantum neural networksPhysical Review Letters (PRL), 2022 Sergii Strelchuk K. Najafi Kunal Sharma F. Tacchino Liang Jiang Antonio Mezzacapo 274 57 0 30 Mar 2022
Multiclass classification using quantum convolutional neural networks with hybrid quantum-classical learningFrontiers of Physics (Front. Phys.), 2022 D. Bokhan A. S. Mastiukova A. S. Boev D. N. Trubnikov A. Fedorov 239 59 0 29 Mar 2022
Quantum neural networks force fields generation Oriel Kiss F. Tacchino S. Vallecorsa I. Tavernelli AI4CE 187 22 0 09 Mar 2022
AI for Next Generation Computing: Emerging Trends and Future DirectionsInternet of Things (IoT), 2022 S. Gill Minxian Xu Carlo Ottaviani Panos Patros Rami Bahsoon ... R. Sakellariou Schahram Dustdar Omer F. Rana Ivona Brandić Steve Uhlig 153 471 0 05 Mar 2022
Quantum Reinforcement Learning via Policy IterationQuantum Machine Intelligence (QMI), 2022 El Amine Cherrat Iordanis Kerenidis A. Prakash 181 37 0 03 Mar 2022
Optimal quantum dataset for learning a unitary transformationPhysical Review Applied (Phys. Rev. Appl.), 2022 Zhan Yu Xuanqiang Zhao Benchi Zhao Xin Wang 214 11 0 01 Mar 2022
The complexity of quantum support vector machinesQuantum (Quantum), 2022 Gian Gentinetta Arne Thomsen David Sutter Stefan Woerner 282 56 0 28 Feb 2022
Cyber-Physical Defense in the Quantum EraScientific Reports (Sci Rep), 2022 Michel Barbeau Joaquín García 159 14 0 21 Feb 2022
A Classical-Quantum Convolutional Neural Network for Detecting Pneumonia from Chest Radiographs V. Kulkarni S. Pawale A. Kharat 218 15 0 19 Feb 2022
Systematic Literature Review: Quantum Machine Learning and its applicationsComputer Science Review (CSR), 2022 David Peral García Juan Cruz-Benito Francisco José García-Penalvo 245 186 0 11 Jan 2022
Quantum activation functions for quantum neural networksQuantum Information Processing (QIP), 2022 Marco Maronese C. Destri E. Prati AI4CE 112 36 0 10 Jan 2022
Efficient Quantum Feature Extraction for CNN-based LearningJournal of the Franklin Institute (JFI), 2022 Tong Dou Guofeng Zhang W. Cui 201 21 0 04 Jan 2022
Quantum Approximate Optimization Algorithm applied to the binary perceptronPhysical review B (PRB), 2021 Pietro Torta G. Mbeng Carlo Baldassi R. Zecchina G. Santoro 108 8 0 19 Dec 2021
Experimental quantum advantage with quantum coupon collector Min-Gang Zhou Xiao-Yu Cao Yu-Shuo Lu Yang Wang Yu Bao Zhao Jia Yao Fu Hua‐Lei Yin Zeng-Bing Chen 201 34 0 15 Dec 2021
Speeding up Learning Quantum States through Group Equivariant Convolutional Quantum Ansätze Han Zheng Zimu Li Sergii Strelchuk Risi Kondor Risi Kondor 168 61 0 14 Dec 2021
Quantum advantage in learning from experiments Hsin-Yuan Huang Michael Broughton Jordan S. Cotler Sitan Chen Haibin Zhang ... Hartmut Neven Ryan Babbush R. Kueng J. Preskill Jarrod R. McClean 204 580 0 01 Dec 2021
A quantum parallel Markov chain Monte Carlo Andrew J Holbrook 315 9 0 01 Dec 2021
Quantum-Assisted Support Vector Regression Archismita Dalal Mohsen Bagherimehrab B. Sanders 153 6 0 17 Nov 2021
Generalization in quantum machine learning from few training dataNature Communications (Nat Commun), 2021 Matthias C. Caro Hsin-Yuan Huang M. Cerezo Kunal Sharma A. Sornborger L. Cincio Patrick J. Coles 316 452 0 09 Nov 2021
Representation Learning via Quantum Neural Tangent Kernels Sergii Strelchuk F. Tacchino Jennifer R. Glick Liang Jiang Antonio Mezzacapo 223 73 0 08 Nov 2021
Subtleties in the trainability of quantum machine learning modelsQuantum Machine Intelligence (QMI), 2021 Supanut Thanasilp Samson Wang Nhat A. Nghiem Patrick J. Coles M. Cerezo 175 76 0 27 Oct 2021
Quantum machine learning beyond kernel methodsNature Communications (Nat Commun), 2021 Sofiene Jerbi Lukas J. Fiderer Hendrik Poulsen Nautrup Jonas M. Kubler Hans J. Briegel Vedran Dunjko 266 217 0 25 Oct 2021
Quantum Boosting using Domain-Partitioning HypothesesQuantum Machine Intelligence (QMI), 2021 Debajyoti Bera Rohan Bhatia Parmeet Singh Chani Sagnik Chatterjee 160 2 0 25 Oct 2021
Style-based quantum generative adversarial networks for Monte Carlo events Carlos Bravo-Prieto J. Baglio M. Cè A. Francis D. Grabowska Stefano Carrazza GAN 155 52 0 13 Oct 2021
Application of quantum computing to a linear non-Gaussian acyclic model for novel medical knowledge discoveryPLoS ONE (PLOS ONE), 2021 H. Kawaguchi MedIm 139 7 0 09 Oct 2021
Quantum pixel representations and compression for $N$ -dimensional imagesScientific Reports (Sci Rep), 2021 Mercy G. Amankwah Daan Camps E. .. Bethel R. Beeumen T. Perciano 103 45 0 08 Oct 2021
On the effects of biased quantum random numbers on the initialization of artificial neural networksMachine-mediated learning (ML), 2021 R. Heese Moritz Wolter Sascha Mucke L. Franken Nico Piatkowski 241 8 0 30 Aug 2021
Representation of binary classification trees with binary features by quantum circuitsQuantum (Quantum), 2021 R. Heese P. Bickert A. Niederle 148 21 0 30 Aug 2021
Hybrid quantum-classical machine learning for generative chemistry and drug designScientific Reports (Sci Rep), 2021 A. I. Gircha A. S. Boev K. Avchaciov P. Fedichev A. Fedorov AI4CE BDL 279 38 0 26 Aug 2021
Quantum Quantile Mechanics: Solving Stochastic Differential Equations for Generating Time-SeriesAdvanced Quantum Technologies (AQT), 2021 Annie E. Paine V. Elfving Oleksandr Kyriienko 214 28 0 06 Aug 2021
Quantum Continual Learning Overcoming Catastrophic ForgettingChinese Physics Letters (CPL), 2021 Wenjie Jiang Zhide Lu D. Deng 213 12 0 05 Aug 2021
Fock State-enhanced Expressivity of Quantum Machine Learning Models Beng Yee Gan Daniel Leykam D. Angelakis 187 34 0 12 Jul 2021
BF-QC: Belief Functions on Quantum CircuitsExpert systems with applications (ESWA), 2021 Qianli Zhou Guojing Tian Yong Deng 84 21 0 08 Jul 2021
Non-parametric Semi-Supervised Learning in Many-body Hilbert Space with Rescaled Logarithmic Fidelity Wei-Ming Li Shi-Ju Ran 229 2 0 01 Jul 2021
Quantum diffusion map for nonlinear dimensionality reduction Apimuk Sornsaeng Ninnat Dangniam Pantita Palittapongarnpim Thiparat Chotibut DiffM 111 7 0 14 Jun 2021
Grover's Algorithm for Question AnsweringQuantum Information Processing (QIP), 2021 Adriana D. Correia M. Moortgat H. Stoof 196 5 0 09 Jun 2021
Encoding-dependent generalization bounds for parametrized quantum circuitsQuantum (Quantum), 2021 Matthias C. Caro Elies Gil-Fuster Johannes Jakob Meyer Jens Eisert R. Sweke UQCV 215 119 0 07 Jun 2021
A Review of Machine Learning Classification Using Quantum Annealing for Real-world ApplicationsSN Computer Science (SN Comput. Sci.), 2021 R. K. Nath Himanshu Thapliyal Travis S. Humble AI4CE 150 42 0 05 Jun 2021
Automatic design of quantum feature mapsQuantum Science and Technology (QST), 2021 Sergio Altares-López Ángela Ribeiro J. J. García-Ripoll 124 64 0 26 May 2021
A Quantum Hopfield Associative Memory Implemented on an Actual Quantum ProcessorScientific Reports (Sci Rep), 2021 N. Miller Saibal Mukhopadhyay 158 12 0 25 May 2021
Quantum algorithms for SVD-based data representation and analysisQuantum Machine Intelligence (QMI), 2021 Armando Bellante J. F. Doriguello S. Zanero 196 12 0 19 Apr 2021
Quantum Enhanced Filter: QFilterSoft Computing - A Fusion of Foundations, Methodologies and Applications (Soft Computing), 2021 Parfait Atchade-Adelomou Guillermo Alonso-Linaje 80 18 0 07 Apr 2021
quantum Case-Based Reasoning (qCBR)Artificial Intelligence Review (AIR), 2021 Parfait Atchade Adelomou Daniel Casado Fauli Elisabet Golobardes Ribé X. Vilasís-Cardona 131 12 0 01 Apr 2021
Towards understanding the power of quantum kernels in the NISQ eraQuantum (Quantum), 2021 Xinbiao Wang Yuxuan Du Yong Luo Dacheng Tao 314 85 0 31 Mar 2021
Quantum federated learning through blind quantum computingScience China Physics Mechanics and Astronomy (SCPMA), 2021 Weikang Li Sirui Lu D. Deng FedML 240 109 0 15 Mar 2021
A semi-agnostic ansatz with variable structure for quantum machine learningQuantum Machine Intelligence (QMI), 2021 M. Bilkis M. Cerezo Guillaume Verdon Patrick J. Coles L. Cincio 149 29 0 11 Mar 2021
Generalization in Quantum Machine Learning: a Quantum Information PerspectivePRX Quantum (PRX Quantum), 2021 L. Banchi Jason Pereira S. Pirandola 187 24 0 17 Feb 2021
Facial Expression Recognition on a Quantum ComputerQuantum Machine Intelligence (QMI), 2021 R. Mengoni Massimiliano Incudini Alessandra Di Pierro CVBM 79 20 0 09 Feb 2021
Practical distributed quantum information processing with LOCCNetnpj Quantum Information (npjQI), 2021 Xuanqiang Zhao Benchi Zhao Zihe Wang Zhixin Song Xin Wang 167 40 0 28 Jan 2021