Dept. of Computer Science, Università degli Studi di Milano, Italy; Dept. of Statistics, University of California, Berkeley
Dirk van der Hoeven, Nikita Zhivotovskiy, Nicolò Cesa-Bianchi
Online learning;statistical learning;corrupted feedback;selective sampling;abstention
A Regret-Variance Trade-Off in Online Learning