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causal diagram

11 papers

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Co-occurring keywords · papers mentioning both

causal inference (6) causal effect (3) graphical model (3) observational data (2) effect identification (1) graphical criterion (1) structural robustness (1) llm agent safety (1) partial ancestral graph (1) unit selection (1)

Papers

Counterfactual Graphical Models: Constraints and Inference ICML 2025 Enhancing LLM Agent Safety via Causal Influence Prompting ACL 2025 Multi-Domain Causal Discovery in Bijective Causal Models CLeaR 2025 Expediting Reinforcement Learning by Incorporating Knowledge About Temporal Causality in the Environment CLeaR 2024 Towards Bounding Causal Effects under Markov Equivalence UAI 2024 Causal Effect Identification in Cluster DAGs AAAI 2023 Clustering and Structural Robustness in Causal Diagrams JMLR 2023 Finding and Listing Front-door Adjustment Sets NeurIPS 2022 Unit Selection with Causal Diagram AAAI 2022 Identification of Conditional Causal Effects under Markov Equivalence NeurIPS 2019 A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams IJCAI 2018