2023
Boosting Causal Discovery via Adaptive Sample Reweighting
ICLR 2023poster
Under stringent model type and variable distribution assumptions, score-based causal discovery methods learn the directed acyclic graph (DAG) from observational data by evaluating candidate graphs over an averaged score function. Despite the great success in low-dimensional linear systems, it has be…