No-Regret and Incentive-Compatible Online Learning

Rupert Freeman, David M. Pennock, Chara Podimata, Jennifer Wortman Vaughan

Abstract: We study online learning settings in which experts act strategically to maximize their influence on the learning algorithm’s predictions by potentially misreporting their beliefs about a sequence o...