Kernel-based off-policy estimation without overlap: Instance optimality beyond semiparametric efficiency

Wenlong Mou, Peng Ding, Martin J. Wainwright +1

We study optimal procedures for estimating a linear functional based on observational data. In many problems of this kind, a widely used assumption is strict overlap, i.e., uniform…