Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling

22 July 2021

Papers citing "Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling"

8 / 8 papers shown

Title
Tensor Completion Made Practical Allen Liu Ankur Moitra 40 33 0 04 Jun 2020
Optimal Sketching for Kronecker Product Regression and Low Rank Approximation H. Diao Rajesh Jayaram Zhao Song Wen Sun David P. Woodruff 49 45 0 29 Sep 2019
Introduction to Tensor Decompositions and their Applications in Machine Learning Stephan Rabanser Oleksandr Shchur Stephan Günnemann AI4CE 37 207 0 29 Nov 2017
TensorLy: Tensor Learning in Python Jean Kossaifi Yannis Panagakis Anima Anandkumar Maja Pantic 54 355 0 29 Oct 2016
Low-rank tensor completion: a Riemannian manifold preconditioning approach Hiroyuki Kasai Bamdev Mishra 41 119 0 26 May 2016
Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition Rong Ge Furong Huang Chi Jin Yang Yuan 137 1,058 0 06 Mar 2015
Provable Tensor Factorization with Missing Data Prateek Jain Sewoong Oh 176 196 0 11 Jun 2014
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 222 1,066 0 03 Dec 2012