Low-rank Matrix Completion using Alternating Minimization

Low-rank Matrix Completion using Alternating Minimization

3 December 2012

Praneeth Netrapalli

Sujay Sanghavi

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Papers citing "Low-rank Matrix Completion using Alternating Minimization"

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Title
New Algorithms for Learning Incoherent and Overcomplete Dictionaries Sanjeev Arora Rong Ge Ankur Moitra 97 206 0 28 Aug 2013
Completing Any Low-rank Matrix, Provably Yudong Chen Srinadh Bhojanapalli Sujay Sanghavi Rachel A. Ward 140 116 0 12 Jun 2013
Provable Inductive Matrix Completion Prateek Jain Inderjit S. Dhillon 113 172 0 04 Jun 2013
Phase Retrieval using Alternating Minimization Praneeth Netrapalli Prateek Jain Sujay Sanghavi 255 636 0 02 Jun 2013
Prediction and Clustering in Signed Networks: A Local to Global Perspective Kai-Yang Chiang Cho-Jui Hsieh Nagarajan Natarajan Ambuj Tewari Inderjit S. Dhillon 115 145 0 20 Feb 2013
Fast methods for denoising matrix completion formulations, with applications to robust seismic data interpolation Aleksandr Aravkin Rajiv Kumar Hassan Mansour Ben Recht Felix J. Herrmann 93 76 0 20 Feb 2013
Matrix completion with column manipulation: Near-optimal sample-robustness-rank tradeoffs Yudong Chen Huan Xu Constantine Caramanis Sujay Sanghavi 106 30 0 10 Feb 2011