Stability of Finite-Batch Particle Mean-Field Variational Inference Beyond Strong Convexity

Vinh Nguyen, Truong Vu

We study the implementable finite-batch particle algorithm for mean-field variational inference as a fully discrete stochastic approximation of the projected Wasserstein dynamics.…