Fast Black-box Variational Inference through Stochastic Trust-Region Optimization.
Jeffrey RegierMichael I. JordanJon McAuliffePublished in: CoRR (2017)
Keyphrases
- black box
- trust region
- variational inference
- optimization methods
- line search
- bayesian inference
- global optimum
- optimization method
- probabilistic model
- variational methods
- optimization problems
- posterior distribution
- mixture model
- closed form
- test cases
- simulated annealing
- exponential family
- evolutionary algorithm
- levenberg marquardt
- gaussian process
- log likelihood
- objective function
- genetic algorithm
- learning algorithm
- training data
- multiscale
- information theoretic
- optical flow
- latent dirichlet allocation
- topic models
- machine learning