Supervised Learning with Projected Entangled Pair States

Supervised Learning with Projected Entangled Pair States

12 September 2020

Song Cheng

Lei Wang

Papers citing "Supervised Learning with Projected Entangled Pair States"

19 / 19 papers shown

Title
A Matrix Product State Model for Simultaneous Classification and Generation Alex Mossi Bojan Žunkovic Kyriakos Flouris 56 4 0 25 Jun 2024
TensorNetwork for Machine Learning Stavros Efthymiou Jack Hidary Stefan Leichenauer 84 70 0 07 Jun 2019
TensorNetwork: A Library for Physics and Machine Learning Chase Roberts A. Milsted M. Ganahl Adam Zalcman Bruce Fontaine Yijian Zou Jack Hidary G. Vidal Stefan Leichenauer AI4CE PINN 61 109 0 03 May 2019
Tree Tensor Networks for Generative Modeling Song Cheng Lei Wang Tao Xiang Pan Zhang 83 130 0 08 Jan 2019
Differentiable Learning of Quantum Circuit Born Machine Jin-Guo Liu Lei Wang 74 231 0 11 Apr 2018
Quantum Entanglement in Deep Learning Architectures Yoav Levine Or Sharir Nadav Cohen Amnon Shashua 79 182 0 26 Mar 2018
Learning Relevant Features of Data with Multi-scale Tensor Networks Tayssir Doghri 89 138 0 31 Dec 2017
Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines Song Cheng J. Chen Lei Wang 65 102 0 12 Dec 2017
An efficient quantum algorithm for generative machine learning Xun Gao Zhengyu Zhang L. Duan 56 25 0 06 Nov 2017
Entanglement Entropy of Target Functions for Image Classification and Convolutional Neural Network Ya-Hui Zhang 36 13 0 16 Oct 2017
Machine Learning by Unitary Tensor Network of Hierarchical Tree Structure Ding Liu Shi-Ju Ran P. Wittek C. Peng R. García G. Su M. Lewenstein 39 131 0 13 Oct 2017
Unsupervised Generative Modeling Using Matrix Product States Zhaoyu Han Jun Wang H. Fan Lei Wang Pan Zhang 95 271 0 06 Sep 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 268 8,876 0 25 Aug 2017
Equivalence of restricted Boltzmann machines and tensor network states Martín Arjovsky Song Cheng Haidong Xie Léon Bottou Tao Xiang 62 225 0 17 Jan 2017
Why does deep and cheap learning work so well? Henry W. Lin Max Tegmark David Rolnick 72 607 0 29 Aug 2016
Supervised Learning with Quantum-Inspired Tensor Networks E. Stoudenmire D. Schwab SSL 52 164 0 18 May 2016
Training Deep Nets with Sublinear Memory Cost Tianqi Chen Bing Xu Chiyuan Zhang Carlos Guestrin 98 1,167 0 21 Apr 2016
Tensorizing Neural Networks Alexander Novikov D. Podoprikhin A. Osokin Dmitry Vetrov 92 882 0 22 Sep 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.