Payel Bhattacharjee

Adaptive Privacy for Differentially Private Causal Graph Discovery

2024

Causal Graph Discovery (CGD) enables the estimation of directed acyclic graph (DAG) that represents the joint probability distribution of observational data. To estimate DAGs, typical constraint-based CGD algorithms run a sequence of conditional independence (CI) …