Memory Efficient And Minimax Distribution Estimation Under Wasserstein Distance Using Bayesian Histograms

Peter Matthew Jacobs, Lekha Patel, Anirban Bhattacharya +1

We study Bayesian histograms for distribution estimation on $[0,1{]}^d$ under the Wasserstein $W_v,1\le v<\infty$ distance in the i.i.d sampling regime. We newly show that when…