Counterfactual Estimation and Optimization of Click Metrics for Search EnginesLihong Li, Shunbao Chen, Jim Kleban, and Ankur Gupta March 2014AbstractOptimizing an interactive system against a predefined online metric is particularly challenging, when the metric is computed from user feedback such as clicks and payments.