UAI 2024Poster
$χ$SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains
Authors: Harsh Poonia, Moritz Willig, Zhongjie Yu, Matej Ze\vcević, Kristian Kersting, Devendra Singh Dhami
Abstract
Causal inference in hybrid domains, characterized by a mixture of discrete and continuous variables, presents a formidable challenge. We take a step towards this direction and propose