A Matrix Product State Model for Simultaneous Classification and Generation

25 June 2024

Papers citing "A Matrix Product State Model for Simultaneous Classification and Generation"

17 / 17 papers shown

Title
Explicit and data-Efficient Encoding via Gradient Flow Kyriakos Flouris Anna Volokitin G. Bredell E. Konukoglu AI4CE 112 1 0 01 Dec 2024
Canonical normalizing flows for manifold learning Kyriakos Flouris E. Konukoglu DRL 89 7 0 19 Oct 2023
Positive unlabeled learning with tensor networks Bojan Žunkovič SSL 60 4 0 25 Nov 2022
Grokking phase transitions in learning local rules with gradient descent Bojan Žunkovič E. Ilievski 82 17 0 26 Oct 2022
Privacy-preserving machine learning with tensor networks Alejandro Pozas-Kerstjens Senaida Hernández Santana José Ramón Pareja Monturiol Marco Castrillón López G. Scarpa Carlos E. González-Guillén David Pérez-García 17 5 0 24 Feb 2022
Generative modeling with projected entangled-pair states Tom Vieijra L. Vanderstraeten F. Verstraete 67 19 0 16 Feb 2022
Tensor networks for unsupervised machine learning Jing Liu Sujie Li Jiang Zhang Pan Zhang SSL 84 27 0 24 Jun 2021
Supervised Learning with Projected Entangled Pair States Song Cheng Lei Wang Pan Zhang 68 55 0 12 Sep 2020
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains Matthew Tancik Pratul P. Srinivasan B. Mildenhall Sara Fridovich-Keil N. Raghavan Utkarsh Singhal R. Ramamoorthi Jonathan T. Barron Ren Ng 102 2,395 0 18 Jun 2020
Expressive power of tensor-network factorizations for probabilistic modeling, with applications from hidden Markov models to quantum machine learning I. Glasser R. Sweke Nicola Pancotti Jens Eisert J. I. Cirac 45 125 0 08 Jul 2019
TensorNetwork for Machine Learning Stavros Efthymiou Jack Hidary Stefan Leichenauer 71 70 0 07 Jun 2019
Tensorized Embedding Layers for Efficient Model Compression Oleksii Hrinchuk Valentin Khrulkov L. Mirvakhabova Elena Orlova Ivan Oseledets 54 73 0 30 Jan 2019
Tree Tensor Networks for Generative Modeling Song Cheng Lei Wang Tao Xiang Pan Zhang 67 130 0 08 Jan 2019
Unsupervised Generative Modeling Using Matrix Product States Zhaoyu Han Jun Wang H. Fan Lei Wang Pan Zhang 93 270 0 06 Sep 2017
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms Han Xiao Kashif Rasul Roland Vollgraf 218 8,807 0 25 Aug 2017
Matrix Product State for Higher-Order Tensor Compression and Classification Johann A. Bengua H. N. Phien H. Tuan Minh Do 31 30 0 15 Sep 2016
Supervised Learning with Quantum-Inspired Tensor Networks E. Stoudenmire D. Schwab SSL 52 164 0 18 May 2016