Counterfactual Learning with Multioutput Deep Kernels

Alberto Caron, Gianluca Baio, Ioanna Manolopoulou

In this paper, we address the challenge of performing counterfactual inference with observational data via Bayesian nonparametric regression adjustment, with a focus on high-dimens…