Published: 2022, Last Modified: 12 May 2023ICML 2022Readers: Everyone
Abstract:Pearl’s do calculus is a complete axiomatic approach to learn the identifiable causal effects from observational data. When such an effect is not identifiable, it is necessary to perform a collecti...