Quasi-Monte Carlo Variational Inference.
Alexander BuchholzFlorian WenzelStephan MandtPublished in: CoRR (2018)
Keyphrases
- variational inference
- quasi monte carlo
- bayesian inference
- particle filter
- monte carlo
- variance reduction
- gaussian process
- topic models
- state space
- probabilistic graphical models
- latent dirichlet allocation
- posterior distribution
- variational methods
- probabilistic model
- closed form
- mixture model
- hyperparameters
- exponential family
- particle filtering
- factor graphs
- graphical models
- latent variables
- kalman filter
- exact inference
- visual tracking
- bayesian framework
- approximate inference
- prior information
- level set
- maximum likelihood
- hidden variables
- markov chain
- co occurrence
- dynamic programming