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Causal Structure Learning on Pathfinder

Causal Structure Learning on Pathfinder

181SHDDAGAF

Updated 6mo ago

Evaluation results

Method	Links
DAGAF2026.04		181
DAG-WGAN+2026.04		194
DAG-WGAN2026.04		196
DAG-GNN2026.04		218

State-of-the-art paper

DAGAF

DAGAF: A directed acyclic generative adversarial framework for joint structure learning and tabular data synthesis

Dataset

PathFinder

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Related benchmarks

DAG structure recovery on non-linear-1 5000 samples Causal Structure Learning on Linear Synthetic Data d=10 5000 samples Causal Structure Learning on Linear Synthetic Data d=20, 5000 samples Causal Structure Learning on Linear Synthetic Data d=50, 5000 samples Causal Structure Learning on Linear Synthetic Data d=100, 5000 samples

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