Develops safe particle flow for constrained variational inference by applying control barrier functions to probability densities with theoretical guarantees.
LII. An Essay towards Solving a Problem in the Doctrine of Chances. By the Late Rev. Mr. Bayes, F.R.S. Communicated by Mr. Price, in a Letter to John Canton, A.M.F.R.S
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Constrained Variational Inference via Safe Particle Flow
Develops safe particle flow for constrained variational inference by applying control barrier functions to probability densities with theoretical guarantees.