Department of Computer Science, University of Illinois Urbana-Champaign, Urbana, IL 61801; Department of Computer Science, Purdue University, West Lafayette, IN 47907; Machine Learning Department, Carnegie Mellon University, Pittsburgh, PA 15213
Audrey Huang, Liu Leqi, Zachary Lipton, Kamyar Azizzadenesheli
off policy evaluation;contextual bandits;double robustness;cumulative distribution functions;risk functionals
Off-Policy Risk Assessment in Contextual Bandits