Minimax Adaptive Online Nonparametric Regression over Besov Spaces

Paul Liautaud, Pierre Gaillard, Olivier Wintenberger

We study online adversarial regression with convex losses against a rich class of continuous yet highly irregular prediction rules, modeled by Besov spaces $B\_{pq}^s$ with general…