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marginal independence

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graphical model (2) overlapping variable (1) bayesian non-parametric (1) structural em (1) distributed data (1) hidden variable (1) gaussian model (1) conditional mutual information (1) probabilistic programming (1) causal structure (1)

Papers

Detecting Dependencies in Sparse, Multivariate Databases Using Probabilistic Programming and Non-parametric Bayes AISTATS 2017 Graphical Methods for Efficient Likelihood Inference in Gaussian Covariance Models JMLR 2008 Integrating Locally Learned Causal Structures with Overlapping Variables NeurIPS 2008