Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection

30 Oct 2017Anderson Y. ZhangHarrison H. Zhou

The mean field variational Bayes method is becoming increasingly popular in statistics and machine learning. Its iterative Coordinate Ascent Variational Inference algorithm has been widely applied to large scale Bayesian inference... (read more)

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