arXiv stat.ML
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Stability of Finite-Batch Particle Mean-Field Variational Inference Beyond Strong Convexity
arXiv:2608.11486v1 Announce Type: cross Abstract: We study the implementable finite-batch particle algorithm for mean-field variational inference as a fully discrete stochastic approximation of the projected Wasserstein dynamics. The target potential is globally smooth but need not be strongly convex. The departure fro