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Matrix completion is the problem of recovering a low rank matrix by observing a small fraction of its entries.
Matrix Analysis
Rajendra Bhatia · 1997
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Scalable collaborative filtering with jointly derived neighborhood interpolation weights
Robert Bell and Yehuda Koren · 2007
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Exact matrix completion via convex optimization
Emmanuel J. Candès and Benjamin Recht · 2009
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The power of convex relaxation: Near-optimal matrix completion
Emmanuel J. Candès and Terence Tao · 2009
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Matrix completion from power-law distributed samples
Raghu Meka, Prateek Jain, and Inderjit S. Dhillon · 2009
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A simple approach to matrix completion
Benjamin Recht · 2009
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Guaranteed rank minimization via singular value projection
Prateek Jain, Raghu Meka, and Inderjit S. Dhillon · 2010
Earlier work this paper cites.
Matrix completion from a few entries
Raghunandan H. Keshavan, Andrea Montanari, and Sewoong Oh · 2010
Cited alongside, same era.
Rank aggregation via nuclear norm minimization
David F. Gleich and Lek-Heng Lim · 2011
Cited alongside, same era.
Low rank modeling of signed networks
Cho-Jui Hsieh, Kai-Yang Chiang, and Inderjit S. Dhillon · 2012
Cited alongside, same era.
Efficient algorithms for collaborative filtering
Raghunandan H. Keshavan · 2012
Cited alongside, same era.
User-friendly tail bounds for sums of random matrices
Joel A. Tropp · 2012
Cited alongside, same era.
Spectral statistics of Erdos–Rényi graphs I: Local semicircle law
László Erdos, Antti Knowles, Horng-Tzer Yau, and Jun Yin · 2013
Cited alongside, same era.
Parallel stochastic gradient algorithms for large-scale matrix completion
Benjamin Recht and Christopher Ré · 2013
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Universal matrix completion
Srinadh Bhojanapalli and Prateek Jain · 2014
Closest in time.
Coherent matrix completion
Yudong Chen, Srinadh Bhojanapalli, Sujay Sanghavi, and Rachel Ward · 2014
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Understanding alternating minimization for matrix completion
Moritz Hardt · 2014
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Computational limits for matrix completion
Moritz Hardt, Raghu Meka, Prasad Raghavendra, and Benjamin Weitz · 2014
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Fast matrix completion without the condition number
Moritz Hardt and May Wootters · 2014
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Low-rank matrix completion using alternating minimization
Prateek Jain, Praneeth Netrapalli, and Sujay Sanghavi · 2013
Cited alongside, same era.