2026
Interpolated Stochastic Interventions Based on Propensity Scores, Target Policies and Treatment-Specific Costs
AAAI 2026technical
We introduce two families of stochastic interventions with discrete treatments that connect causal modeling to cost-sensitive decision making. The interventions arise from a cost-penalized information projection of the independent product of the organic propensity scores and a reference policy, yiel