Tensor Completion Made Practical

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Tensor Completion Made Practical

4 June 2020

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Papers citing "Tensor Completion Made Practical"

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Title
Overcomplete Tensor Decomposition via Koszul-Young Flattenings Pravesh K. Kothari Ankur Moitra Alexander S. Wein 147 1 0 21 Nov 2024
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent Zhiyu Liu Zhi Han Yandong Tang Xi-Le Zhao Yao Wang 177 1 0 22 Jan 2024
A non-backtracking method for long matrix and tensor completion Ludovic Stephan Yizhe Zhu 147 7 0 04 Apr 2023
Subquadratic Kronecker Regression with Applications to Tensor Decomposition Matthew Fahrbach Thomas Fu Mehrdad Ghadiri 98 15 0 11 Sep 2022
Model based Multi-agent Reinforcement Learning with Tensor Decompositions Pascal R. van der Vaart Anuj Mahajan Shimon Whiteson AI4CE 78 8 0 27 Oct 2021
Provable Tensor-Train Format Tensor Completion by Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 78 28 0 27 Aug 2021
Tensor completion using geodesics on Segre manifolds Lars Swijsen J. Veken N. Vannieuwenhoven 3DV 52 6 0 02 Aug 2021
Fast Low-Rank Tensor Decomposition by Ridge Leverage Score Sampling Matthew Fahrbach Mehrdad Ghadiri Thomas Fu 27 5 0 22 Jul 2021
Provable Adaptation across Multiway Domains via Representation Learning Zhili Feng Shaobo Han S. Du OOD 33 4 0 12 Jun 2021
Scaling and Scalability: Provable Nonconvex Low-Rank Tensor Estimation from Incomplete Measurements Tian Tong Cong Ma Ashley Prater-Bennette Erin E. Tripp Yuejie Chi 108 33 0 29 Apr 2021
Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical Optimality and Second-Order Convergence Yuetian Luo Anru R. Zhang 157 20 0 24 Apr 2021
TenIPS: Inverse Propensity Sampling for Tensor Completion Chengrun Yang Lijun Ding Ziyang Wu Madeleine Udell 141 8 0 01 Jan 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 153 173 0 15 Dec 2020
Euclidean-Norm-Induced Schatten-p Quasi-Norm Regularization for Low-Rank Tensor Completion and Tensor Robust Principal Component Analysis Jicong Fan Lijun Ding Chengrun Yang Zhao Zhang Madeleine Udell 168 3 0 07 Dec 2020
Exact nuclear norm, completion and decomposition for random overcomplete tensors via degree-4 SOS Bohdan Kivva Aaron Potechin 43 11 0 18 Nov 2020
Tensor Completion via Tensor Networks with a Tucker Wrapper Yunfeng Cai P. Li 3DV 56 1 0 29 Oct 2020
Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality Changxiao Cai H. Vincent Poor Yuxin Chen 118 23 0 15 Jun 2020
Deterministic tensor completion with hypergraph expanders K. Harris Yizhe Zhu 74 11 0 23 Oct 2019
Distributed-Memory Tensor Completion for Generalized Loss Functions in Python using New Sparse Tensor Kernels Navjot Singh Zecheng Zhang Xiaoxia Wu Naijing Zhang Siyuan Zhang Edgar Solomonik 51 15 0 06 Oct 2019