Machine Learning, Probabilistic Models.
posterior for the mathematically convenient. But we won’t discuss it here.). So, we design the approximate distribution as, Therefore, our job becomes optimizing the mk, sk, and ϕi. Let’s look at what our ELBO looks like For each term in the ELBO, we could derive a closed-form. Term 1 Because we