Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models

Matej Zečević, Devendra Singh Dhami, Athresh Karanam +2

While probabilistic models are an important tool for studying causality, doing so suffers from the intractability of inference. As a step towards tractable causal models, we consid…