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An optimization algorithm often used for maximum-likelihood estimation in the presence of missing data.
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EM equality constraint using Jensen's Inequality
I'm trying to derive the ELBO as per CS229 Page 144, Eq 11.8.
For E-step, the LHS and RHS must be equal:
$$
\begin{align}
f\left(\mathbb{E}_{z\sim Q}\left[ \frac{p(x, z; \theta)}{Q(z)}\right]\right) \ …