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

2 code implementations • NeurIPS 2021 • Kevin Xia, Kai-Zhan Lee, Yoshua Bengio, Elias Bareinboim

Given this property, one may be tempted to surmise that a collection of neural nets is capable of learning any SCM by training on data generated by that SCM.

Causal Identification Causal Inference +1