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Exact Guarantees on the Absence of Spurious Local Minima for Non-negative Rank-1 Robust Principal Component Analysis.
Salar Fattahi
Somayeh Sojoudi
Published in:
J. Mach. Learn. Res. (2020)
Keyphrases
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robust principal component analysis
low rank
convex optimization
machine learning
computer vision
image processing
least squares
rank minimization
low rank and sparse