OMT reformulates optimal transport for mixture models as a strictly biconvex optimization with a unique global minimizer and stability guarantees, decoupling complexity from sample size.
Hierarchical refinement: Optimal transport to infinity and beyond.arXiv preprint arXiv:2503.03025, 2025
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A Biconvex Formulation for Stable Transport of Mixture Models with a Unique Solution
OMT reformulates optimal transport for mixture models as a strictly biconvex optimization with a unique global minimizer and stability guarantees, decoupling complexity from sample size.