On Tensor Train Rank Minimization: Statistical Efficiency and Scalable Algorithm

1 August 2017

Papers citing "On Tensor Train Rank Minimization: Statistical Efficiency and Scalable Algorithm"

10 / 10 papers shown

Title
Fast and Provable Tensor-Train Format Tensor Completion via Precondtioned Riemannian Gradient Descent Fengmiao Bian Jian-Feng Cai Xiaoqun Zhang Yuanwei Zhang 92 0 0 23 Jan 2025
Equivalence of restricted Boltzmann machines and tensor network states Martín Arjovsky Song Cheng Haidong Xie Léon Bottou Tao Xiang 51 225 0 17 Jan 2017
Tensor Completion by Alternating Minimization under the Tensor Train (TT) Model Wenqi Wang Vaneet Aggarwal Shuchin Aeron 36 44 0 19 Sep 2016
Exponential Machines Alexander Novikov Mikhail Trofimov Ivan Oseledets 30 15 0 12 May 2016
Tensorizing Neural Networks Alexander Novikov D. Podoprikhin A. Osokin Dmitry Vetrov 71 879 0 22 Sep 2015
Exact tensor completion using t-SVD Zemin Zhang Shuchin Aeron 48 555 0 16 Feb 2015
Low-Rank Matrix and Tensor Completion via Adaptive Sampling A. Krishnamurthy Aarti Singh 46 159 0 17 Apr 2013
Convex Tensor Decomposition via Structured Schatten Norm Regularization Ryota Tomioka Taiji Suzuki 54 152 0 26 Mar 2013
Estimation of low-rank tensors via convex optimization Ryota Tomioka K. Hayashi H. Kashima 135 208 0 05 Oct 2010
Estimation of (near) low-rank matrices with noise and high-dimensional scaling S. Negahban Martin J. Wainwright 167 569 0 27 Dec 2009