Iftikhar Ahamath Burhanuddin

Cascading Linear Submodular Bandits: Accounting for Position Bias and Diversity in Online Learning to Rank

Online learning, position bias, and diversified retrieval are three crucial aspects in designing ranking systems based on user clicks. One simple click model which explains the position bias is the cascade model. Many online learning variants of the cascade model have been proposed, but none so far…