Provable Sparse Tensor Decomposition

5 February 2015

Papers citing "Provable Sparse Tensor Decomposition"

13 / 13 papers shown

Title
Statistical and computational rates in high rank tensor estimation Chanwoo Lee Miaoyan Wang 25 1 0 08 Apr 2023
Decomposable Sparse Tensor on Tensor Regression Haiyi Mao J. Dou 11 1 0 09 Dec 2022
Modelling matrix time series via a tensor CP-decomposition Jinyuan Chang Jingjing He Lin Yang Q. Yao AI4TS 33 29 0 31 Dec 2021
Two-level monotonic multistage recommender systems Ben Dai Xiaotong Shen Wei Pan 8 1 0 06 Oct 2021
Tensor Principal Component Analysis in High Dimensional CP Models Yuefeng Han Cun-Hui Zhang 23 10 0 10 Aug 2021
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 32 30 0 16 Mar 2021
Block majorization-minimization with diminishing radius for constrained nonconvex optimization Hanbaek Lyu Yuchen Li 13 10 0 07 Dec 2020
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition Bing-Yi Jing Ting Li Zhongyuan Lyu Dong Xia 30 64 0 10 Feb 2020
Factor Models for High-Dimensional Tensor Time Series Rong Chen Dan Yang Cun-Hui Zhang AI4TS 21 90 0 18 May 2019
Provable Convex Co-clustering of Tensors Eric C. Chi Brian R. Gaines W. Sun Hua Zhou Jian Yang 19 44 0 17 Mar 2018
Tensor SVD: Statistical and Computational Limits Anru R. Zhang Dong Xia 21 166 0 08 Mar 2017
STORE: Sparse Tensor Response Regression and Neuroimaging Analysis W. Sun Lexin Li 13 92 0 15 Sep 2016
Complete Dictionary Recovery over the Sphere Ju Sun Qing Qu John N. Wright 31 202 0 26 Apr 2015