conftrace_

low-rank matrix recovery

57 papers

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Also known as

LRMR

Co-occurring keywords

matrix completion (356) low-rank matrix (174) robust principal component analysis (62) matrix recovery (51) gradient descent (1144) convex optimization (1321) low-rank recovery (42) nonconvex optimization (316) non-convex optimization (547) restricted isometry property (31)

Papers

Restricted Strong Convexity and Weighted Matrix Completion: Optimal Bounds with Noise JMLR 2012
Iterative Reweighted Algorithms for Matrix Rank Minimization JMLR 2012
Active Learning of Multi-Index Function Models NIPS 2012
SpaRCS: Recovering low-rank and sparse matrices from compressive measurements NIPS 2011
Universal low-rank matrix recovery from Pauli measurements NIPS 2011
Guaranteed Rank Minimization via Singular Value Projection NIPS 2010
Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization NIPS 2009