Visualizing Information Bottleneck through Variational Inference.
Cipta HerwanaAbhishek KadianPublished in: CoRR (2022)
Keyphrases
- information bottleneck
- variational inference
- information theoretic
- bayesian inference
- topic models
- posterior distribution
- probabilistic model
- probabilistic graphical models
- gaussian process
- variational methods
- mixture model
- latent dirichlet allocation
- closed form
- exact inference
- probability distribution
- mutual information
- graphical models
- approximate inference
- particle filter
- maximum a posteriori
- prior information
- hyperparameters
- prior knowledge
- hidden variables
- multi class
- em algorithm
- model selection