Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm

31 January 2022

Papers citing "Inductive Matrix Completion: No Bad Local Minima and a Fast Algorithm"

11 / 11 papers shown

Title
GNMR: A provable one-line algorithm for low rank matrix recovery Pini Zilber B. Nadler 98 14 0 24 Jun 2021
Accelerating Ill-Conditioned Low-Rank Matrix Estimation via Scaled Gradient Descent Tian Tong Cong Ma Yuejie Chi 69 118 0 18 May 2020
Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview Yuejie Chi Yue M. Lu Yuxin Chen 65 426 0 25 Sep 2018
A Nonconvex Projection Method for Robust PCA Aritra Dutta Filip Hanzely Peter Richtárik 48 24 0 21 May 2018
Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow Xiao Zhang S. Du Quanquan Gu 56 24 0 03 Mar 2018
Provable Inductive Matrix Completion Prateek Jain Inderjit S. Dhillon 98 172 0 04 Jun 2013
Low-rank Matrix Completion using Alternating Minimization Prateek Jain Praneeth Netrapalli Sujay Sanghavi 224 1,067 0 03 Dec 2012
A Gradient Descent Algorithm on the Grassman Manifold for Matrix Completion Raghunandan H. Keshavan Sewoong Oh 110 393 0 27 Oct 2009
Matrix Completion from a Few Entries Raghunandan H. Keshavan Andrea Montanari Sewoong Oh 429 1,247 0 20 Jan 2009
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization Jacob D. Abernethy Francis R. Bach Theodoros Evgeniou Jean-Philippe Vert 254 261 0 11 Feb 2008
Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization Benjamin Recht Maryam Fazel P. Parrilo 421 3,772 0 28 Jun 2007