Online (Non-)Convex Learning via Tempered Optimism

Maxime Haddouche, Olivier Wintenberger, Benjamin Guedj

Optimistic Online Learning aims to exploit experts conveying reliable information to predict the future. However, such implicit optimism may be challenged when it comes to practica…