A Generalization Bound for Online Variational Inference.

Badr-Eddine Chérief-Abdellatif Pierre Alquier Mohammad Emtiyaz Khan

Published in: ACML (2019)

Keyphrases

variational inference
bayesian inference
topic models
probabilistic model
gaussian process
variational methods
posterior distribution
mixture model
latent dirichlet allocation
lower bound
active learning
upper bound
worst case
closed form
probabilistic graphical models
approximate inference