Yes, but Did It Work?: Evaluating Variational Inference.
Yuling YaoAki VehtariDaniel SimpsonAndrew GelmanPublished in: ICML (2018)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic model
- latent dirichlet allocation
- mixture model
- variational methods
- gaussian process
- probabilistic graphical models
- posterior distribution
- exponential family
- graphical models
- closed form
- factor graphs
- generative model
- probability distribution
- expectation maximization
- prior information
- approximate inference
- hyperparameters
- latent variables
- machine learning
- knowledge discovery
- multiscale
- feature selection