Low-rank tensor completion: a Riemannian manifold preconditioning approach

26 May 2016

Papers citing "Low-rank tensor completion: a Riemannian manifold preconditioning approach"

15 / 15 papers shown

Title
Provably Accelerating Ill-Conditioned Low-rank Estimation via Scaled Gradient Descent, Even with Overparameterization Cong Ma Xingyu Xu Tian Tong Yuejie Chi 18 9 0 09 Oct 2023
Nonnegative Low-Rank Tensor Completion via Dual Formulation with Applications to Image and Video Completion Tanmay Sinha Jayadev Naram Pawan Kumar 36 10 0 13 May 2023
Structured Low-Rank Tensor Learning Jayadev Naram Tanmay Sinha Pawan Kumar 26 1 0 13 May 2023
Subquadratic Kronecker Regression with Applications to Tensor Decomposition Matthew Fahrbach Thomas Fu Mehrdad Ghadiri 35 15 0 11 Sep 2022
Partial Least Square Regression via Three-factor SVD-type Manifold Optimization for EEG Decoding Wanguang Yin Zhichao Liang Jianguo Zhang Quanying Liu 18 3 0 09 Aug 2022
Tensor-on-Tensor Regression: Riemannian Optimization, Over-parameterization, Statistical-computational Gap, and Their Interplay Yuetian Luo Anru R. Zhang 33 19 0 17 Jun 2022
Operator-valued formulas for Riemannian Gradient and Hessian and families of tractable metrics Du Nguyen 16 5 0 21 Sep 2020
Tensor Q-Rank: New Data Dependent Definition of Tensor Rank Hao Kong Canyi Lu Zhouchen Lin 32 36 0 26 Oct 2019
McTorch, a manifold optimization library for deep learning Mayank Meghwanshi Pratik Jawanpuria Anoop Kunchukuttan Hiroyuki Kasai Bamdev Mishra AI4CE 28 41 0 03 Oct 2018
Brain-Computer Interface with Corrupted EEG Data: A Tensor Completion Approach Jordi Solé-Casals C. Caiafa Qibin Zhao A. Cichocki 18 33 0 13 Jun 2018
Inductive Framework for Multi-Aspect Streaming Tensor Completion with Side Information M. Nimishakavi Bamdev Mishra Manish Gupta Partha P. Talukdar 24 22 0 18 Feb 2018
Tensor Completion Algorithms in Big Data Analytics Qingquan Song Hancheng Ge James Caverlee Xia Hu 31 229 0 28 Nov 2017
Riemannian Tensor Completion with Side Information Tengfei Zhou Hui Qian Zebang Shen Congfu Xu 19 4 0 12 Nov 2016
Low-tubal-rank Tensor Completion using Alternating Minimization Xiao-Yang Liu Shuchin Aeron Vaneet Aggarwal Xiaodong Wang 22 119 0 05 Oct 2016
Riemannian preconditioning for tensor completion Hiroyuki Kasai Bamdev Mishra 19 10 0 06 Jun 2015