Doubly Semi-Implicit Variational Inference.
Dmitry MolchanovValery KharitonovArtem SobolevDmitry P. VetrovPublished in: CoRR (2018)
Keyphrases
- variational inference
- bayesian inference
- topic models
- posterior distribution
- probabilistic model
- latent dirichlet allocation
- mixture model
- variational methods
- gaussian process
- closed form
- bayesian framework
- hyperparameters
- bayesian networks
- generative model
- probability distribution
- parameter estimation
- em algorithm
- expectation maximization
- approximate inference