Propensity Patchwork Kriging for Scalable Inference on Heterogeneous Treatment Effects

Hajime Ogawa, Shonosuke Sugasawa

Gaussian process-based models are attractive for estimating heterogeneous treatment effects (HTE), but their computational cost limits scalability in causal inference settings. In…