Research map / Probabilistic and scientific modeling / Causal discovery

Assumption violations in causal discovery and the robustness of score matching

NeurIPS 2023 · Probabilistic and scientific modeling › Causal discovery · approach: Interventional causal discovery

Read the paperCheck your idea against 108,967 papers

AI-extracted summary. Written by AI from the paper's title only (no summary yet). Numbers and claims can be wrong or missing context, so check the paper before you cite or build on it.

Closest papers by meaning

• THE ROBUSTNESS OF DIFFERENTIABLE CAUSAL DISCOVERY IN MISSPECIFIED SCENARIOS (ICLR 2025 · similarity 0.92)
• On Causal Discovery in the Presence of Deterministic Relations (NeurIPS 2024 · similarity 0.91)
• Foundations of Testing for Finite-Sample Causal Discovery (ICML 2024 · similarity 0.90)
• CausalTab: Pretraining Across Causal Environments for Tabular Causal Discovery (NeurIPS 2026 · similarity 0.89)
• Integrating Background Knowledge for Scalable Causal Discovery (NeurIPS 2026 · similarity 0.89)
• Challenges and Considerations in the Evaluation of Bayesian Causal Discovery (ICML 2024 · similarity 0.89)