2022
Enhancing Counterfactual Classification Performance via Self-Training
AAAI 2022technical
Unlike traditional supervised learning, in many settings only partial feedback is available. We may only observe outcomes for the chosen actions, but not the counterfactual outcomes associated with other alternatives. Such settings encompass a wide variety of applications including pricing, online m…