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mean field variational baye

3 papers

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variational inference (3) linear response method (1) linear response (1) random effect (1) semi-parametric model (1) posterior approximation (1) variational message passing (1) hierarchical model (1) exponential family (1) covariance estimation (1)

Papers

Streamlined Variational Inference with Higher Level Random Effects JMLR 2020 Semiparametric Mean Field Variational Bayes: General Principles and Numerical Issues JMLR 2016 Linear Response Methods for Accurate Covariance Estimates from Mean Field Variational Bayes NeurIPS 2015