Variational Inference
ELBO derivation, mean-field variational inference, VI vs MCMC tradeoffs, the reparameterization trick, and variational autoencoders - scalable approximate Bayesian inference.
ELBO derivation, mean-field variational inference, VI vs MCMC tradeoffs, the reparameterization trick, and variational autoencoders - scalable approximate Bayesian inference.