Robustness Certification of Generative Models.
Matthew MirmanTimon GehrMartin T. VechevPublished in: CoRR (2020)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- em algorithm
- discriminative models
- hierarchical hidden markov models
- generative and discriminative models
- prior knowledge
- semi supervised
- object categories
- representational power
- maximum entropy principle
- conditional random fields
- topic models
- hidden variables
- information retrieval
- machine learning
- supervised learning
- learning algorithm