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burer-monteiro factorization

7 papers

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Co-occurring keywords · papers mentioning both

low-rank optimization (2) matrix completion (2) semidefinite programming (2) lifting technique (1) spurious solution (1) strict saddle point (1) low-rank solution (1) neural network (1) spurious local minima (1) landscape analysis (1)

Papers

Nonconvex Linear System Identification with Minimal State Representation L4DC 2025 Scaling Convex Neural Networks with Burer-Monteiro Factorization ICLR 2024 Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points ICML 2023 Semidefinite Programming versus Burer-Monteiro Factorization for Matrix Sensing AAAI 2023 Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods AISTATS 2022 Local and Global Convergence of General Burer-Monteiro Tensor Optimizations AAAI 2022 Smoothed analysis for low-rank solutions to semidefinite programs in quadratic penalty form COLT 2018