U-Statistics for Importance-Weighted Variational Inference.
Javier BurroniKenta TakatsuJustin DomkeDaniel SheldonPublished in: CoRR (2023)
Keyphrases
- variational inference
- bayesian inference
- topic models
- posterior distribution
- latent dirichlet allocation
- order statistics
- probabilistic graphical models
- gaussian process
- mixture model
- exponential family
- variational methods
- probabilistic model
- closed form
- probability distribution
- graphical models
- factor graphs
- approximate inference
- exact inference
- prior knowledge
- markov networks
- hyperparameters
- image segmentation
- latent variables
- maximum likelihood
- natural language processing