cs.LG, econ.EM, math.ST, stat.ME, stat.TH

Inference on Optimal Policy Values and Other Irregular Functionals via Softmax Smoothing

arXiv:2507.11780v2 Announce Type: replace-cross
Abstract: Constructing confidence intervals for the value of an (unknown) optimal treatment policy is a fundamental problem in causal inference. Insight into the optimal policy value can guide the develo…