Generative modeling via tensor train sketching

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Generative modeling via tensor train sketching

23 February 2022

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Papers citing "Generative modeling via tensor train sketching"

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Title
Tensor-Train Density Estimation Georgii Sergeevich Novikov Maxim Panov Ivan Oseledets 79 35 0 30 Jul 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 114 173 0 15 Dec 2020
Modeling Sequences with Quantum States: A Look Under the Hood T. Bradley Miles E. Stoudenmire John Terilla 110 48 0 16 Oct 2019
Low-Rank Tucker Approximation of a Tensor From Streaming Data Yiming Sun Yang Guo Charlene Luo J. Tropp Madeleine Udell 62 73 0 24 Apr 2019
Tree Tensor Networks for Generative Modeling Song Cheng Lei Wang Tao Xiang Pan Zhang 98 131 0 08 Jan 2019
Approximation and sampling of multivariate probability distributions in the tensor train decomposition S. Dolgov K. Anaya-Izquierdo C. Fox Robert Scheichl 65 74 0 02 Oct 2018
Unsupervised Generative Modeling Using Matrix Product States Zhaoyu Han Jun Wang H. Fan Lei Wang Pan Zhang 114 273 0 06 Sep 2017
Efficient Low Rank Tensor Ring Completion Wenqi Wang Vaneet Aggarwal Shuchin Aeron 58 179 0 23 Jul 2017
Variational Inference with Normalizing Flows Danilo Jimenez Rezende S. Mohamed DRL BDL 322 4,197 0 21 May 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 458 16,922 0 20 Dec 2013