Kernel-Based Differentiable Learning of Non-Parametric Directed Acyclic Graphical Models

Yurou Liang, Oleksandr Zadorozhnyi, Mathias Drton

Causal discovery amounts to learning a directed acyclic graph (DAG) that encodes a causal model. This model selection problem can be challenging due to its large combinatorial sear…