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burer-monteiro approach

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Co-occurring keywords · papers mentioning both

non-convex optimization (2) spurious local minima (1) local minimum (1) matrix sensing (1) restricted isometry property (1) robust principal component analysis (1) matrix factorization (1)

Papers

Exact Guarantees on the Absence of Spurious Local Minima for Non-negative Rank-1 Robust Principal Component Analysis JMLR 2020 Non-square matrix sensing without spurious local minima via the Burer-Monteiro approach AISTATS 2017