Variational Inference with Coverage Guarantees.
Yash PatelDeclan McNamaraJackson LoperJeffrey RegierAmbuj TewariPublished in: CoRR (2023)
Keyphrases
- variational inference
- bayesian inference
- topic models
- latent dirichlet allocation
- gaussian process
- probabilistic model
- mixture model
- probabilistic graphical models
- posterior distribution
- variational methods
- closed form
- approximate inference
- exponential family
- exact inference
- generative model
- graphical models
- factor graphs
- markov chain monte carlo
- hyperparameters
- bayesian framework
- prior information
- hidden variables
- text mining
- probabilistic inference
- active contours
- probability distribution