Computational Limits for Matrix Completion

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Computational Limits for Matrix Completion

10 February 2014

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Papers citing "Computational Limits for Matrix Completion"

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Title
Low Rank Matrix Completion via Robust Alternating Minimization in Nearly Linear Time Yuzhou Gu Zhao Song Junze Yin Licheng Zhang 83 28 0 21 Feb 2023
Deep Linear Networks for Matrix Completion -- An Infinite Depth Limit Nadav Cohen Govind Menon Zsolt Veraszto ODL 51 7 0 22 Oct 2022
Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates Steve Chien Prateek Jain Walid Krichene Steffen Rendle Shuang Song Abhradeep Thakurta Li Zhang 52 19 0 20 Jul 2021
Lecture notes on non-convex algorithms for low-rank matrix recovery Irène Waldspurger 58 1 0 21 May 2021
Randomized Value Functions via Posterior State-Abstraction Sampling Dilip Arumugam Benjamin Van Roy OffRL 85 7 0 05 Oct 2020
Reducibility and Computational Lower Bounds for Problems with Planted Sparse Structure Matthew Brennan Guy Bresler Wasim Huleihel 134 110 0 19 Jun 2018
Matrix Completion and Performance Guarantees for Single Individual Haplotyping Somsubhra Barik H. Vikalo 151 1 0 13 Jun 2018
Non-convex Optimization for Machine Learning Prateek Jain Purushottam Kar 191 487 0 21 Dec 2017
A Universal Variance Reduction-Based Catalyst for Nonconvex Low-Rank Matrix Recovery Lingxiao Wang Xiao Zhang Quanquan Gu 89 11 0 09 Jan 2017
Nearly-optimal Robust Matrix Completion Yeshwanth Cherapanamjeri Kartik Gupta Prateek Jain 93 100 0 23 Jun 2016
Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent Chi Jin Sham Kakade Praneeth Netrapalli 94 82 0 26 May 2016
Global Optimality of Local Search for Low Rank Matrix Recovery Srinadh Bhojanapalli Behnam Neyshabur Nathan Srebro ODL 135 388 0 23 May 2016
Learning Mixtures of Gaussians in High Dimensions Rong Ge Qingqing Huang Sham Kakade 157 127 0 02 Mar 2015
Fast Exact Matrix Completion with Finite Samples Prateek Jain Praneeth Netrapalli 112 92 0 04 Nov 2014
Understanding Alternating Minimization for Matrix Completion Moritz Hardt 101 259 0 03 Dec 2013