Improved Global Guarantees for the Nonconvex Burer--Monteiro Factorization via Rank Overparameterization

5 July 2022

Papers citing "Improved Global Guarantees for the Nonconvex Burer--Monteiro Factorization via Rank Overparameterization"

4 / 4 papers shown

Title
Benign landscape for Burer-Monteiro factorizations of MaxCut-type semidefinite programs Faniriana Rakoto Endor Irène Waldspurger 32 3 0 05 Nov 2024
Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points Ziye Ma Igor Molybog Javad Lavaei Somayeh Sojoudi 11 3 0 15 Feb 2023
Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification G. Zhang S. Fattahi Richard Y. Zhang 40 23 0 07 Jun 2022
Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery Lijun Ding Liwei Jiang Yudong Chen Qing Qu Zhihui Zhu 18 28 0 23 Sep 2021