Jianhao Ma

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20212023

most citedGlobal Convergence of Sub-gradient Method for Robust Matrix Recovery: Small Initialization, Noisy Measurements, and Over-parameterization

4 citations · 6 across the 6 of their papers we have counts for

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cs.LG2023

Can Learning Be Explained By Local Optimality In Robust Low-rank Matrix Recovery?

Jianhao Ma, Salar Fattahi

We explore the local landscape of low-rank matrix recovery, focusing on reconstructing a $d_{1} \times d_{2}$ matrix $X^{⋆}$ with rank $r$ from $m$ linear measurements, some potential…