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causal discovery

459 papers

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Also known as

CD

Co-occurring keywords

causal inference (1619) graphical model (863) directed acyclic graph (242) causal graph (137) structure learning (341) causal structure (87) structural equation model (77) latent variable (541) causal structure learning (63) time series (434)

Papers

Nonlinear causal discovery with additive noise models NIPS 2008
Active Learning of Causal Networks with Intervention Experiments and Optimal Designs JMLR 2008
Estimating High-Dimensional Directed Acyclic Graphs with the PC-Algorithm JMLR 2007
Inferring Network Structure from Co-Occurrences NIPS 2006
A Linear Non-Gaussian Acyclic Model for Causal Discovery JMLR 2006
A Graphical Representation of Equivalence Classes of AMP Chain Graphs JMLR 2006
Learning Structural Equation Models for fMRI NIPS 2006
Learning the Structure of Linear Latent Variable Models JMLR 2006
Optimal Structure Identification With Greedy Search JMLR 2002