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Causal Inference

3,333 papers

Papers per year

2
15
28
277
391
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Papers

A Linear Non-Gaussian Acyclic Model for Causal Discovery JMLR 2006
Causal Graph Based Decomposition of Factored MDPs JMLR 2006
Learning Hidden Variable Networks: The Information Bottleneck Approach JMLR 2005
Change Point Problems in Linear Dynamical Systems JMLR 2005
Exact Bayesian Structure Discovery in Bayesian Networks JMLR 2004
An Empirical Study of the Use of Relevance Information in Inductive Logic Programming JMLR 2003
On Inclusion-Driven Learning of Bayesian Networks JMLR 2003
Optimal Structure Identification With Greedy Search JMLR 2002