Automatic Variational Inference in Stan.
Alp KucukelbirRajesh RanganathAndrew GelmanDavid M. BleiPublished in: NIPS (2015)
Keyphrases
- variational inference
- bayesian inference
- posterior distribution
- topic models
- latent dirichlet allocation
- probabilistic model
- mixture model
- probabilistic graphical models
- gaussian process
- variational methods
- closed form
- density estimation
- optic flow
- machine learning
- latent variables
- expectation maximization
- information retrieval