Brahim Khalil Abid

Stochastic algorithms for entropy-regularized optimal transport problems

Optimal transport (OT) distances are finding evermore applications in machine learning and computer vision, but their wide spread use in larger-scale problems is impeded by their high computational cost. In this work we develop a family of fast and practical stochastic algorithms for solving the opt…