Wasserstein Distributionally Robust Nonparametric Regression

Changyu Liu, Yuling Jiao, Junhui Wang +1

Wasserstein distributionally robust optimization (WDRO) strengthens statistical learning under model uncertainty by minimizing the local worst-case risk within a prescribed ambigui…