Exact tensor completion with sum-of-squares

21 February 2017

Papers citing "Exact tensor completion with sum-of-squares"

12 / 12 papers shown

Title
Improved Robust Estimation for Erdős-Rényi Graphs: The Sparse Regime and Optimal Breakdown Point Hongjie Chen Jingqiu Ding Yiding Hua Stefan Tiegel 63 0 0 05 Mar 2025
Tensor Methods in High Dimensional Data Analysis: Opportunities and Challenges Arnab Auddy Dong Xia Ming Yuan AI4CE 50 2 0 28 May 2024
Low-Tubal-Rank Tensor Recovery via Factorized Gradient Descent Zhiyu Liu Zhi Han Yandong Tang Xi-Le Zhao Yao Wang 50 1 0 22 Jan 2024
Sharp Analysis of Power Iteration for Tensor PCA Yuchen Wu Kangjie Zhou 31 0 0 02 Jan 2024
Generalized Low-rank plus Sparse Tensor Estimation by Fast Riemannian Optimization Jian-Feng Cai Jingyang Li Dong Xia 49 30 0 16 Mar 2021
Uncertainty quantification for nonconvex tensor completion: Confidence intervals, heteroscedasticity and optimality Changxiao Cai H. Vincent Poor Yuxin Chen 13 23 0 15 Jun 2020
Deterministic tensor completion with hypergraph expanders K. Harris Yizhe Zhu 36 11 0 23 Oct 2019
Mean Estimation with Sub-Gaussian Rates in Polynomial Time Samuel B. Hopkins 18 79 0 19 Sep 2018
Notes on computational-to-statistical gaps: predictions using statistical physics Afonso S. Bandeira Amelia Perry Alexander S. Wein AI4CE 25 57 0 29 Mar 2018
Efficient Algorithms for Outlier-Robust Regression Adam R. Klivans Pravesh Kothari Raghu Meka AAML 24 154 0 08 Mar 2018
Nearest Neighbors for Matrix Estimation Interpreted as Blind Regression for Latent Variable Model Yihua Li Devavrat Shah Dogyoon Song Chao Yu 15 22 0 13 May 2017
Relative Error Tensor Low Rank Approximation Zhao Song David P. Woodruff Peilin Zhong 30 122 0 26 Apr 2017