2026
Theoretical Guarantees for Causal Discovery on Large Random Graphs
ICLR 2026poster
We investigate theoretical guarantees for the \emph{false-negative rate} (FNR)—the fraction of true causal edges whose orientation is not recovered, under single-variable random interventions and an $\epsilon$-interventional faithfulness assumption that accommodates latent confounding. For sparse Er…