Density estimation on smooth manifolds with normalizing flows

Dimitris Kalatzis, Johan Ziruo Ye, Alison Pouplin +2

We present a framework for learning probability distributions on topologically non-trivial manifolds, utilizing normalizing flows. Current methods focus on manifolds that are homeo…