Scalable Mean-Field Variational Inference via Preconditioned Primal-Dual Optimization

Jinhua Lyu, Tianmin Yu, Ying Ma +1

In this work, we investigate the large-scale mean-field variational inference (MFVI) problem from a mini-batch primal-dual perspective. By reformulating MFVI as a constrained finit…