You Only Accept Samples Once: Fast, Self-Correcting Stochastic Variational Inference.
Dominic B. DaytaPublished in: CoRR (2024)
Keyphrases
- variational inference
- bayesian inference
- topic models
- gaussian process
- probabilistic model
- probabilistic graphical models
- latent dirichlet allocation
- mixture model
- posterior distribution
- variational methods
- closed form
- exponential family
- factor graphs
- approximate inference
- graphical models
- exact inference
- hidden variables
- monte carlo
- latent variables
- markov networks
- bayesian networks
- co occurrence
- message passing
- bayesian framework
- conditional random fields