Doubly Robust Proxy Causal Learning with Neural Mean Embeddings

Bariscan Bozkurt, Alexandre Galashov, Dimitri Meunier +3

We propose a novel doubly robust neural mean-embedding framework for proxy causal learning (PCL) for continuous and structured treatments. PCL uses proxy variables and bridge funct…