On Kinetic Optimal Probability Paths for Generative Models.
Neta ShaulRicky T. Q. ChenMaximilian NickelMatthew LeYaron LipmanPublished in: ICML (2023)
Keyphrases
- generative model
- posterior probability
- probabilistic model
- mixture model
- discriminative models
- hierarchical hidden markov models
- semi supervised
- prior knowledge
- maximum entropy principle
- em algorithm
- conditional random fields
- representational power
- topic models
- probability distribution
- object categories
- hidden variables
- discriminative learning
- bayesian networks
- feature selection
- deep belief networks
- training data
- highly efficient
- object recognition
- expectation maximization
- information extraction