Multilevel Monte Carlo Variational Inference.
Masahiro FujisawaIssei SatoPublished in: J. Mach. Learn. Res. (2021)
Keyphrases
- monte carlo
- variational inference
- bayesian inference
- topic models
- posterior distribution
- latent dirichlet allocation
- probabilistic model
- probabilistic graphical models
- gaussian process
- mixture model
- variational methods
- particle filter
- closed form
- markov chain
- exact inference
- exponential family
- approximate inference
- monte carlo tree search
- latent variables
- bayesian framework
- graphical models
- probability distribution
- hyperparameters
- prior information
- generative model
- data mining
- probabilistic inference
- markov chain monte carlo
- semi supervised