Robustness certification with generative models.
Matthew MirmanAlexander HägelePavol BielikTimon GehrMartin T. VechevPublished in: PLDI (2021)
Keyphrases
- generative model
- discriminative learning
- probabilistic model
- discriminative models
- mixture model
- hierarchical hidden markov models
- semi supervised
- prior knowledge
- maximum entropy principle
- object categories
- em algorithm
- generative and discriminative models
- topic models
- conditional random fields
- hidden variables
- image classification
- discriminative methods
- naive bayes models
- expectation maximization
- markov random field
- representational power
- training data