TGES extends greedy equivalence search with tiered background knowledge and is proven sound and complete in the large sample limit, while improving finite-sample recall over temporal PC.
Characterization and greedy learning of interventional markov equivalence classes of directed acyclic graphs
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Score-Based Causal Discovery with Temporal Background Information
TGES extends greedy equivalence search with tiered background knowledge and is proven sound and complete in the large sample limit, while improving finite-sample recall over temporal PC.