Sobolev Gradient Ascent for Optimal Transport: Barycenter Optimization and Convergence Analysis

Kaheon Kim, Bohan Zhou, Changbo Zhu +1

This paper introduces a new constraint-free concave dual formulation for the Wasserstein barycenter. Tailoring the vanilla dual gradient ascent algorithm to the Sobolev geometry, w…