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stat.ME2023★ 2 cited
Deep Bayes Factors
Jungeum Kim, Veronika Rockova
The is no other model or hypothesis verification tool in Bayesian statistics that is as widely used as the Bayes factor. We focus on generative models that are likelihood-free and,…
math.ST2023★ 1 cited
On Mixing Rates for Bayesian CART
Jungeum Kim, Veronika Rockova
The success of Bayesian inference with MCMC depends critically on Markov chains rapidly reaching the posterior distribution. Despite the plentitude of inferential theory for poster…