Minimax Wasserstein Testing under Differential Privacy

Bonwoo Lee, Ilmun Kim, Cheolwoo Park

We study Wasserstein-$p$ goodness-of-fit and two-sample testing under differential privacy. For general compact metric spaces, we establish upper and lower bounds on the minimax se…