S. Voitovych

Oracle-Efficient and Parameter-Free Agnostic Smoothed Online Learning

Online learning is an attractive framework in many domains because it permits well-defined learning even when data are dependent or chosen adversarially. This generality, however, comes at a steep price, introducing significant statistical and computational barriers. Recently, smoothed online learning has emerged as a...