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causal network

10 papers

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Co-occurring keywords · papers mentioning both

causal discovery (7) causal inference (5) directed acyclic graph (3) markov blanket (2) causal effect (2) conditional independence (2) causal structure (2) federated causal discovery (1) markov equivalence class (1) local search (1)

Papers

Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise AAAI 2024 Information-Theoretic Causal Discovery and Intervention Detection over Multiple Environments AAAI 2023 Nothing but Regrets — Privacy-Preserving Federated Causal Discovery AISTATS 2023 Learning Causal Networks via Additive Faithfulness JMLR 2020 Local Causal Network Learning for Finding Pairs of Total and Direct Effects JMLR 2020 A Causal Framework for Discovering and Removing Direct and Indirect Discrimination IJCAI 2017 Learning Causal Graphs with Small Interventions NeurIPS 2015 Local Causal Discovery of Direct Causes and Effects NeurIPS 2015 Active Learning of Causal Networks with Intervention Experiments and Optimal Designs JMLR 2008 Finding Latent Causes in Causal Networks: an Efficient Approach Based on Markov Blankets NeurIPS 2008