Asymptotic Simulated Annealing for Variational Inference.
San GultekinAonan ZhangJohn W. PaisleyPublished in: GLOBECOM (2018)
Keyphrases
- variational inference
- simulated annealing
- bayesian inference
- posterior distribution
- probabilistic model
- topic models
- gaussian process
- mixture model
- probabilistic graphical models
- variational methods
- latent dirichlet allocation
- closed form
- exact inference
- exponential family
- evolutionary algorithm
- genetic algorithm
- graphical models
- worst case
- factor graphs
- approximate inference
- hyperparameters
- latent variables
- bayesian networks
- probabilistic inference
- message passing
- belief propagation
- markov networks
- maximum likelihood
- probability distribution
- posterior probability
- bayesian framework
- parameter estimation
- scale space
- prior knowledge