Markovian Score Climbing: Variational Inference with KL(p||q).
Christian A. NaessethFredrik LindstenDavid M. BleiPublished in: CoRR (2020)
Keyphrases
- variational inference
- bayesian inference
- topic models
- probabilistic model
- latent dirichlet allocation
- posterior distribution
- gaussian process
- variational methods
- probabilistic graphical models
- closed form
- mixture model
- exact inference
- exponential family
- approximate inference
- factor graphs
- hyperparameters
- bayesian networks
- graphical models
- kullback leibler
- scoring function
- probabilistic inference
- prior information
- conditional random fields
- em algorithm