Alpha-Beta Divergence For Variational Inference.
Jean-Baptiste RegliRicardo SilvaPublished in: CoRR (2018)
Keyphrases
- alpha beta
- variational inference
- bayesian inference
- evaluation function
- associative memory
- topic models
- search algorithm
- game tree
- mixture model
- latent dirichlet allocation
- probabilistic model
- gaussian process
- variational methods
- posterior distribution
- probabilistic graphical models
- tree search
- closed form
- exponential family
- factor graphs
- approximate inference
- graphical models
- exact inference
- hyperparameters
- expectation maximization
- density estimation
- prior information
- generative model
- log likelihood
- latent variables
- statistical models
- monte carlo
- em algorithm
- prior knowledge