Learning sufficient low-dimensional structures through conditional optimal transport

Kaiqiang Alan Zeng, Efstathia Bura

Sufficient dimension reduction seeks a low-dimensional covariate representation that preserves the conditional law of a response. We introduce SDR-COT, which represents that law by…