Interventions and Counterfactuals in Tractable Probabilistic Models: Limitations of Contemporary Transformations

Ioannis Papantonis, Vaishak Belle

In recent years, there has been an increasing interest in studying causality-related properties in machine learning models generally, and in generative models in particular. While…