PINS: Proximal Iterations with Sparse Newton and Sinkhorn for Optimal Transport

Di Wu, Ling Liang, Haizhao Yang

Optimal transport (OT) is a widely used tool in machine learning, but computing high-accuracy solutions for large instances remains costly. Entropic regularization and the Sinkhorn…