Automatic Differentiation Variational Inference.

Alp Kucukelbir Dustin Tran Rajesh Ranganath Andrew Gelman David M. Blei

Published in: J. Mach. Learn. Res. (2017)

Keyphrases

variational inference
bayesian inference
topic models
posterior distribution
probabilistic model
variational methods
probabilistic graphical models
mixture model
latent dirichlet allocation
gaussian process
factor graphs
higher order
approximation algorithms
exact inference