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20202026
most citedDynamics of coordinate ascent variational inference: A case study in 2D Ising models

15 citations · 16 across the 10 of their papers we have counts for

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math.ST2025

From Tail Universality to Bernstein-von Mises: A Unified Statistical Theory of Semi-Implicit Variational Inference

Sean Plummer

Semi-implicit variational inference (SIVI) constructs approximate posteriors of the form , where the conditional kernel is parameterized and the mixing b…

math.ST2025

Singular Fluctuation as Specific Heat in Bayesian Learning

Sean Plummer

Singular learning theory characterizes Bayesian models with non-identifiable parameterizations through two central quantities: the real log canonical threshold (RLCT), which govern…