A theory of independent mechanisms for extrapolation in generative models.
Michel BesserveRémy SunDominik JanzingBernhard SchölkopfPublished in: CoRR (2020)
Keyphrases
- generative model
- discriminative learning
- probabilistic model
- mixture model
- discriminative models
- hierarchical hidden markov models
- expectation maximization
- semi supervised
- em algorithm
- prior knowledge
- generative and discriminative models
- conditional random fields
- object categories
- maximum entropy principle
- multiscale
- image segmentation
- representational power
- machine learning