Generative Learning of Continuous Data by Tensor Networks

31 October 2023

Papers citing "Generative Learning of Continuous Data by Tensor Networks"

10 / 10 papers shown

Title
Interaction Decompositions for Tensor Network Regression Ian Convy K. B. Whaley 42 6 0 11 Aug 2022
Tensor-Train Density Estimation Georgii Sergeevich Novikov Maxim Panov Ivan Oseledets 60 35 0 30 Jul 2021
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar Stefanos Zafeiriou 38 122 0 07 Jul 2021
Entanglement and Tensor Networks for Supervised Image Classification J. Martyn G. Vidal Chase Roberts Stefan Leichenauer 27 39 0 12 Jul 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
Tree Tensor Networks for Generative Modeling Song Cheng Lei Wang Tao Xiang Pan Zhang 67 130 0 08 Jan 2019
Towards Quantum Machine Learning with Tensor Networks W. Huggins P. Patil K. B. Whaley E. Stoudenmire 85 344 0 30 Mar 2018
Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines Song Cheng J. Chen Lei Wang 49 102 0 12 Dec 2017
Unsupervised Generative Modeling Using Matrix Product States Zhaoyu Han Jun Wang H. Fan Lei Wang Pan Zhang 93 270 0 06 Sep 2017
Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives A. Cichocki Anh-Huy Phan Qibin Zhao Namgil Lee Ivan Oseledets Masashi Sugiyama Danilo P. Mandic 56 297 0 30 Aug 2017