Variational approach to regularity of optimal transport maps: general cost functions

TL;DR

This paper extends the variational approach to regularity of optimal transport maps for general cost functions, providing an epsilon-regularity result and connecting almost-minimality to Euclidean cost approximation.

Contribution

It introduces a new epsilon-regularity result for optimal transport maps with general costs and uses almost-minimality to relate general costs to quadratic costs.

Findings

Established an epsilon-regularity result for general cost functions.

Linked almost-minimality to Euclidean cost approximation.

Enhanced understanding of regularity in optimal transport maps.

Abstract

We extend the variational approach to regularity for optimal transport maps initiated by Goldman and the first author to the case of general cost functions. Our main result is an $\epsilon$-regularity result for optimal transport maps between H\"older continuous densities slightly more quantitative than the result by De Philippis-Figalli. One of the new contributions is the use of almost-minimality: if the cost is quantitatively close to the Euclidean cost function, a minimizer for the optimal transport problem with general cost is an almost-minimizer for the one with quadratic cost. This further highlights the connection between our variational approach and De Giorgi's strategy for $\epsilon$-regularity of minimal surfaces.