On Projection Robust Optimal Transport: Sample Complexity and Model Misspecification

Tianyi Lin, Zeyu Zheng, Elynn Y. Chen +2

Optimal transport (OT) distances are increasingly used as loss functions for statistical inference, notably in the learning of generative models or supervised learning. Yet, the be…