Kai-Zhan Lee

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

2021 · arXiv (Cornell University)

One of the central elements of any causal inference is an object called\nstructural causal model (SCM), which represents a collection of mechanisms and\nexogenous sources of random variation of the system under investigation (Pearl,\n2000). An important …