Excess Risk Bounds for the Bayes Risk using Variational Inference in Latent Gaussian Models.

Rishit Sheth Roni Khardon

Published in: NIPS (2017)

Keyphrases

gaussian model
mixture model
latent variables
bayesian inference
expectation maximization

gaussian mixture model
data dependent
probabilistic model
gaussian process
gaussian distribution

topic models
reproducing kernel hilbert space
approximate inference
conditional independence
unsupervised learning

least squares
prior knowledge
generative model
em algorithm