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causal diagram

8 papers

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Co-occurring keywords

causal inference (1630) graphical model (864) causal effect (107) effect identification (1) graphical criterion (4) structural robustness (1) llm agent safety (2) unit selection (16) bound estimation (9) causal influence (5)

Papers

Enhancing LLM Agent Safety via Causal Influence Prompting ACL 2025
Expediting Reinforcement Learning by Incorporating Knowledge About Temporal Causality in the Environment CLEAR 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 NIPS 2022
Unit Selection with Causal Diagram AAAI 2022
Identification of Conditional Causal Effects under Markov Equivalence NIPS 2019
A Graphical Criterion for Effect Identification in Equivalence Classes of Causal Diagrams IJCAI 2018