Concentration bounds for sampling without replacement and Hoeffding statistics (2301.03096v1)

Abstract: We prove a Bennett-type concentration bound for suprema of empirical processes based on sampling without replacement and a corresponding bound in the case of an arbitrary Hoeffding statistics. We improve on the previous results of such type, providing a sharper concentration profile.