The Causal-Neural Connection: Expressiveness, Learnability, and Inference

Kevin Xia, Kai-Zhan Lee, Yoshua Bengio +1

One of the central elements of any causal inference is an object called structural causal model (SCM), which represents a collection of mechanisms and exogenous sources of random v…