Improved Adaptive Importance Sampling Based on Variational Inference.

Matthew Dowling Josue Nassar Petar M. Djuric Mónica F. Bugallo

Published in: EUSIPCO (2018)

Keyphrases

variational inference
bayesian inference
topic models
mixture model
posterior distribution
latent dirichlet allocation
gaussian process
probabilistic model
probabilistic graphical models
closed form
monte carlo
variational methods
regression model
em algorithm
exact inference
markov random field
multiscale