Jaron J. R. Lee

Off-Policy Evaluation in Embedded Spaces

2022 · arXiv (Cornell University)

Off-policy evaluation methods are important in recommendation systems and search engines, where data collected under an existing logging policy is used to estimate the performance of a new proposed policy. A common approach to this …