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