Transport meets Variational Inference: Controlled Monte Carlo Diffusions.
Francisco VargasShreyas PadhyDenis BlessingNikolas NüskenPublished in: ICLR (2024)
Keyphrases
- monte carlo
- variational inference
- bayesian inference
- topic models
- probabilistic graphical models
- mixture model
- probabilistic model
- variational methods
- posterior distribution
- latent dirichlet allocation
- gaussian process
- particle filter
- markov chain
- closed form
- exact inference
- factor graphs
- graphical models
- exponential family
- monte carlo tree search
- parameter estimation
- generative model
- hyperparameters
- approximate inference
- latent variables
- prior information
- image reconstruction
- probability distribution
- machine learning