Towards Empirical Process Theory for Vector-Valued Functions: Metric Entropy of Smooth Function Classes

Junhyung Park, Krikamol Muandet

This paper provides some first steps in developing empirical process theory for functions taking values in a vector space. Our main results provide bounds on the entropy of classes…