Semi-Supervised Variational Inference over Nonlinear Channels.
David BurshteinEli BeryPublished in: SPAWC (2023)
Keyphrases
- variational inference
- semi supervised
- gaussian process
- bayesian inference
- topic models
- posterior distribution
- probabilistic model
- probabilistic graphical models
- variational methods
- closed form
- mixture model
- latent dirichlet allocation
- exact inference
- labeled data
- active learning
- supervised learning
- approximate inference
- pairwise
- unsupervised learning
- graphical models
- generative model
- hyperparameters
- text mining
- parameter estimation
- model selection
- language model
- least squares
- probability distribution
- exponential family
- factor graphs