Group invariance principles for causal generative models.
Michel BesserveNaji ShajarisalesBernhard SchölkopfDominik JanzingPublished in: AISTATS (2018)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- discriminative models
- hierarchical hidden markov models
- conditional random fields
- bayesian networks
- generative and discriminative models
- em algorithm
- semi supervised
- maximum entropy principle
- prior knowledge
- higher order
- expectation maximization
- representational power
- discriminative methods
- information extraction
- topic models
- image segmentation