2023
Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes
ICML 2023poster
Optimal transport is an important tool in machine learning, allowing to capture geometric properties of the data through a linear program on transport polytopes. We present a single-loop optimization algorithm for minimizing general convex objectives on these domains, utilizing the principles of Sin…