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spurious solution

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lifting technique (1) burer-monteiro factorization (1) strict saddle point (1) burer-monteiro method (1) spurious local optima (1) global function (1) ot map (1) semi-dual neural ot (1) stochastic transport maps (1) transport cost (1)

Papers

Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan ICML 2025 Over-parametrization via Lifting for Low-rank Matrix Sensing: Conversion of Spurious Solutions to Strict Saddle Points ICML 2023 The Burer-Monteiro SDP method can fail even above the Barvinok-Pataki bound NeurIPS 2022 A theory on the absence of spurious solutions for nonconvex and nonsmooth optimization NeurIPS 2018