Scott Sussex

Amortized Inference for Causal Structure Learning

2022 · arXiv (Cornell University)

Inferring causal structure poses a combinatorial search problem that typically involves evaluating structures with a score or independence test. The resulting search is costly, and designing suitable scores or tests that capture prior knowledge is …