On the Convergence of Coordinate Ascent Variational Inference.
Anirban BhattacharyaDebdeep PatiYun YangPublished in: CoRR (2023)
Keyphrases
- coordinate ascent
- variational inference
- global convergence
- bayesian inference
- image recovery
- topic models
- posterior distribution
- variational methods
- probabilistic model
- gaussian process
- mixture model
- convergence rate
- closed form
- optimization methods
- latent dirichlet allocation
- convergence speed
- probabilistic graphical models
- exact inference
- approximate inference
- factor graphs
- global optimum
- exponential family
- prior information
- compressive sensing
- hyperparameters
- graphical models
- probability distribution
- parameter estimation
- latent variables
- optimization method
- face recognition