Generative Models as Distributions of Functions.
Emilien DupontYee Whye TehArnaud DoucetPublished in: AISTATS (2022)
Keyphrases
- generative model
- probabilistic model
- mixture model
- em algorithm
- discriminative learning
- discriminative models
- prior knowledge
- hierarchical hidden markov models
- object categories
- expectation maximization
- semi supervised
- probability distribution
- conditional random fields
- latent dirichlet allocation
- hidden variables
- maximum entropy principle
- representational power
- image processing
- topic models
- graphical models
- information extraction
- active learning
- support vector