Online Learning in Dynamically Changing Environments

Changlong Wu, Ananth Grama, Wojciech Szpankowski

Abstract: We study the problem of online learning and online regret minimization when samples are drawn from a general unknown \emph{non-stationary} process. We introduce the concept of a \emph{dynamic chang...