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A paper on cross-validation (CV) with VB is available at arxiv.org/pdf/2102.06814…​. It proposes a novel VB method to perform model selection using CV for hierarchical cognitive models. My paper with Hung Dao, Robert Kohn, Minh-Ngoc Tran, Scott Brown, and Guy Hawkins.

We made a website vbayeslab.github.io/VBLabDocs/ together with a software package about VB/VI, in the hope to further promote the use of VB/VI in the statistics community. Please give us feedback if any to make the site better. The project is led by nghia nguyen and Hung Dao