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Dohyung Park

Finding Low-Rank Solutions via Non-Convex Matrix Factorization, Efficiently and Provably

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Oct 29, 2016
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Provable Burer-Monteiro factorization for a class of norm-constrained matrix problems

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Oct 01, 2016
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Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach

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Sep 27, 2016
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Fast Algorithms for Robust PCA via Gradient Descent

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Sep 19, 2016
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Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons

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Jul 16, 2015
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Greedy Subspace Clustering

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Oct 31, 2014
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