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Variational free energy - PowerPoint PPT Presentation

Genome evolution:

Genome evolution:. Lecture 9: Variational inference and Belief propagation. Expectation-Maximization. The free energy is exactly the likelihood when q is the posterior:. Log-likelihood to Free Energy. We have so far worked on computing the likelihood:.

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432 views • 42 slides

Approximate Bayesian Learning Using Bregman Divergence

Approximate Bayesian Learning Using Bregman Divergence. Kazuho Watanabe Nara Institute of Science and Technology. Outline. General framework of LVA using Bregman divergence Its application to latent variable models. Local Variational Approximation (LVA) for Bayesian Learning

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203 views • 12 slides

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Variational free energy - PowerPoint PPT Presentation

Genome evolution:

Approximate Bayesian Learning Using Bregman Divergence