A Primer on Pólya-gamma Random Variables - Part III: Local Variational Methods
We swap Gibbs sampling for mean-field variational inference in the Pólya-Gamma augmented model and watch the classical Jaakkola-Jordan bound on the logistic sigmoid fall out, EM …
