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conftrace_

low-rank matrix sensing

5 papers

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Also known as

LRMS

Co-occurring keywords · papers mentioning both

matrix sensing (2) non-convex optimization (2) multi-environment learning (1) preconditioned gradient descent (1) outlier mitigation (1) second-order stationary point (1) overparameterized learning (1) lifting technique (1) burer-monteiro factorization (1) spurious solution (1)

Papers

Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing NeurIPS 2024 The Implicit Bias of Heterogeneity towards Invariance: A Study of Multi-Environment Matrix Sensing NeurIPS 2024 Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points ICML 2023 Robust Second-Order Nonconvex Optimization and Its Application to Low Rank Matrix Sensing NeurIPS 2023 The Power of Preconditioning in Overparameterized Low-Rank Matrix Sensing ICML 2023