Covering numbers of $L_p$-balls of convex sets and functions

Understand

We prove bounds for the covering numbers of classes of convex functions and convex sets in Euclidean space.

• Previous results require the underlying convex functions or sets to be uniformly bounded.
• We relax this assumption and replace it with weaker integral constraints.
• Existing results can be recovered as special cases of our results.