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Residual Matrix Product State for Machine Learning

22 December 2020

Jing Zhang

Papers citing "Residual Matrix Product State for Machine Learning"

24 / 24 papers shown

Title
Supervised Learning with Projected Entangled Pair States Song Cheng Lei Wang Pan Zhang 77 56 0 12 Sep 2020
Entanglement and Tensor Networks for Supervised Image Classification J. Martyn G. Vidal Chase Roberts Stefan Leichenauer 40 39 0 12 Jul 2020
Deep convolutional tensor network Philip Blagoveschensky Anh-Huy Phan 25 4 0 29 May 2020
Quantum-Classical Machine learning by Hybrid Tensor Networks Ding Liu Zekun Yao Quan Zhang 42 9 0 15 May 2020
Tangent-Space Gradient Optimization of Tensor Network for Machine Learning Zheng-Zhi Sun Shi-Ju Ran G. Su 37 14 0 10 Jan 2020
Bayesian Tensor Network with Polynomial Complexity for Probabilistic Machine Learning Shi-Ju Ran 20 6 0 30 Dec 2019
TensorNetwork for Machine Learning Stavros Efthymiou Jack Hidary Stefan Leichenauer 89 70 0 07 Jun 2019
Compressing deep neural networks by matrix product operators Ze-Feng Gao Song Cheng Rong-Qiang He Z. Xie Hui-Hai Zhao Zhong-Yi Lu Tao Xiang 65 38 0 11 Apr 2019
Tree Tensor Networks for Generative Modeling Song Cheng Lei Wang Tao Xiang Pan Zhang 98 130 0 08 Jan 2019
A Quantum Many-body Wave Function Inspired Language Modeling Approach Peng Zhang Zhan Su Lipeng Zhang Benyou Wang D. Song 49 43 0 28 Aug 2018
From probabilistic graphical models to generalized tensor networks for supervised learning I. Glasser Nicola Pancotti J. I. Cirac AI4CE 85 75 0 15 Jun 2018
Quantum Entanglement in Deep Learning Architectures Yoav Levine Or Sharir Nadav Cohen Amnon Shashua 79 182 0 26 Mar 2018
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 74 3,235 0 22 Mar 2018
Learning Relevant Features of Data with Multi-scale Tensor Networks Tayssir Doghri 106 138 0 31 Dec 2017
Expressive power of recurrent neural networks Valentin Khrulkov Alexander Novikov Ivan Oseledets 84 112 0 02 Nov 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 41 131 0 13 Oct 2017
Unsupervised Generative Modeling Using Matrix Product States Zhaoyu Han Jun Wang H. Fan Lei Wang Pan Zhang 105 273 0 06 Sep 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 283 8,904 0 25 Aug 2017
Equivalence of restricted Boltzmann machines and tensor network states Martín Arjovsky Song Cheng Haidong Xie Léon Bottou Tao Xiang 78 225 0 17 Jan 2017
Identity Matters in Deep Learning Moritz Hardt Tengyu Ma OOD 87 399 0 14 Nov 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,192 0 16 Mar 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.0K 150,260 0 22 Dec 2014
Recurrent Neural Network Regularization Wojciech Zaremba Ilya Sutskever Oriol Vinyals ODL 150 2,777 0 08 Sep 2014