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causal structure

104 papers

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Co-occurring keywords · papers mentioning both

causal discovery (54) causal inference (29) directed acyclic graph (14) graphical model (11) structure learning (11) latent variable (7) conditional independence (6) causal structure learning (6) markov equivalence (5) markov equivalence class (5)

Papers

Properties of Monotonic Effects on Directed Acyclic Graphs JMLR 2009 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 Integrating Locally Learned Causal Structures with Overlapping Variables NeurIPS 2008