Improved learning theory for kernel distribution regression with two-stage sampling

François Bachoc, Louis Béthune, Alberto González-Sanz +1

The distribution regression problem encompasses many important statistics and machine learning tasks, and arises in a large range of applications. Among various existing approaches…