conftrace_

causal structure learning

82 papers

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Also known as

CASTLE CSL

Co-occurring keywords · papers mentioning both

causal discovery (32) causal inference (18) directed acyclic graph (15) structure learning (13) graphical model (11) markov equivalence class (8) conditional independence (7) structural equation model (7) conditional independence test (7) interventional data (7)

Papers

Towards Integrative Causal Analysis of Heterogeneous Data Sets and Studies JMLR 2012 Learning Causal Structure from Overlapping Variable Sets AISTATS 2010 Bayesian Sparse Factor Models and DAGs Inference and Comparison NeurIPS 2009 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 Search for Additive Nonlinear Time Series Causal Models JMLR 2008 Using Markov Blankets for Causal Structure Learning JMLR 2008