Quantum Machine Learning

28 November 2016

Jacob Biamonte

Papers citing "Quantum Machine Learning"

33 / 133 papers shown

Title
Variational Quantum Algorithms for Dimensionality Reduction and Classification Jin‐Min Liang Shuqian Shen Ming Li Lei Li 13 31 0 27 Oct 2019
On the convergence of projective-simulation-based reinforcement learning in Markov decision processes Walter L. Boyajian Jens Clausen Lea M. Trenkwalder Vedran Dunjko H. Briegel 14 13 0 25 Oct 2019
Geometry of learning neural quantum states Chae-Yeun Park M. Kastoryano 24 60 0 24 Oct 2019
Information Scrambling in Quantum Neural Networks Huitao Shen Pengfei Zhang Yi-Zhuang You H. Zhai GNN 14 46 0 26 Sep 2019
A Quantum-inspired Algorithm for General Minimum Conical Hull Problems Yuxuan Du Min-hsiu Hsieh Tongliang Liu Dacheng Tao 13 14 0 16 Jul 2019
Experimental kernel-based quantum machine learning in finite feature space Karol Bartkiewicz C. Gneiting A. Černoch K. Jiráková K. Lemr Franco Nori 9 72 0 10 Jun 2019
Wave Physics as an Analog Recurrent Neural Network Tyler W. Hughes Ian A. D. Williamson M. Minkov S. Fan 19 276 0 29 Apr 2019
Efficient Online Quantum Generative Adversarial Learning Algorithms with Applications Yuxuan Du Min-hsiu Hsieh Dacheng Tao 24 23 0 21 Apr 2019
Efficient Learning for Deep Quantum Neural Networks Kerstin Beer Dmytro Bondarenko Terry Farrelly T. Osborne Robert Salzmann Ramona Wolf 27 546 0 27 Feb 2019
Revealing quantum chaos with machine learning Y. Kharkov V. E. Sotskov A. A. Karazeev E. Kiktenko A. Fedorov AI4CE 27 27 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 6 190 0 20 Feb 2019
Physical-Layer Supervised Learning Assisted by an Entangled Sensor Network Quntao Zhuang Zheshen Zhang 8 96 0 28 Jan 2019
Learning Nonlinear Input-Output Maps with Dissipative Quantum Systems Jiayin Chen H. Nurdin 9 48 0 07 Jan 2019
A hybrid machine-learning algorithm for designing quantum experiments L. O'Driscoll R. Nichols P. Knott 6 48 0 07 Dec 2018
Deep Learning Super-Diffusion in Multiplex Networks Vito M. Leli Saeed Osat T. Tlyachev Dmitry V. Dylov Jacob D. Biamonte GNN AI4CE 11 3 0 09 Nov 2018
Quantum principal component analysis only achieves an exponential speedup because of its state preparation assumptions Ewin Tang 14 106 0 31 Oct 2018
Learning and Inference on Generative Adversarial Quantum Circuits J. Zeng Y. Wu Jin-Guo Liu Lei Wang Jiangping Hu GAN 35 75 0 10 Aug 2018
Universal discriminative quantum neural networks Hongxiang Chen Leonard Wossnig Simone Severini Hartmut Neven Masoud Mohseni 19 80 0 22 May 2018
Barren plateaus in quantum neural network training landscapes Jarrod R. McClean Sergio Boixo V. Smelyanskiy Ryan Babbush Hartmut Neven 41 1,780 0 29 Mar 2018
Entanglement-guided architectures of machine learning by quantum tensor network Yuhan Liu Xiao Zhang M. Lewenstein Shi-Ju Ran 26 32 0 24 Mar 2018
Taking gradients through experiments: LSTMs and memory proximal policy optimization for black-box quantum control Moritz August José Miguel Hernández-Lobato 26 41 0 12 Feb 2018
Efficient and Effective Quantum Compiling for Entanglement-based Machine Learning on IBM Q Devices Davide Ferrari Michele Amoretti 8 13 0 08 Jan 2018
Accelerating Deep Learning with Memcomputing Haik Manukian F. Traversa M. Di Ventra AI4CE 25 33 0 01 Jan 2018
Experimental Phase Estimation Enhanced By Machine Learning Alessandro Lumino E. Polino A. S. Rab G. Milani N. Spagnolo N. Wiebe F. Sciarrino 16 82 0 20 Dec 2017
Experimental learning of quantum states Andrea Rocchetto Scott Aaronson Simone Severini G. Carvacho D. Poderini I. Agresti M. Bentivegna F. Sciarrino 22 70 0 30 Nov 2017
Quantum Artificial Life in an IBM Quantum Computer U. Alvarez-Rodriguez M. Sanz L. Lamata Enrique Solano 14 76 0 26 Nov 2017
Hardening Quantum Machine Learning Against Adversaries N. Wiebe Ramnath Kumar AAML 25 20 0 17 Nov 2017
Quantum autoencoders via quantum adders with genetic algorithms L. Lamata U. Alvarez-Rodriguez J. Martín-Guerrero M. Sanz Enrique Solano 23 72 0 21 Sep 2017
$Machine learning \& artificial intelligence in the quantum domain$ Machine learning \& artificial intelligence in the quantum domain Vedran Dunjko H. Briegel 21 344 0 08 Sep 2017
A Survey of Quantum Learning Theory Srinivasan Arunachalam Ronald de Wolf 13 71 0 24 Jan 2017
Basic protocols in quantum reinforcement learning with superconducting circuits L. Lamata 18 71 0 18 Jan 2017
Supervised Quantum Learning without Measurements U. Alvarez-Rodriguez L. Lamata Pablo Escandell-Montero J. D. Martín-Guerrero Enrique Solano 19 51 0 16 Dec 2016
Learning in Quantum Control: High-Dimensional Global Optimization for Noisy Quantum Dynamics Pantita Palittapongarnpim P. Wittek E. Zahedinejad Shakib Vedaie B. Sanders AI4CE 51 87 0 12 Jul 2016