The Causal-Neural Connection: Expressiveness, Learnability, and Inference Kevin Xia CausalAI Lab Columbia University

Neural Information Processing Systems 

In this paper, we show this is not the case by disentangling the notions of expressivity and learnability. Specifically, we show that the causal hierarchy theorem (Thm. 1, Bareinboim et al.,

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