Overcoming Prior Misspecification in Online Learning to Rank

Javad Azizi, Ofer Meshi, Masrour Zoghi, Maryam Karimzadehgan

Abstract: The recent literature on online learning to rank (LTR) has established the utility of prior knowledge to Bayesian ranking bandit algorithms. However, a major limitation of existing work is the requ...