Conditional Generative Models are not Robust.
Ethan FetayaJörn-Henrik JacobsenRichard S. ZemelPublished in: CoRR (2019)
Keyphrases
- generative model
- probabilistic model
- discriminative learning
- mixture model
- em algorithm
- prior knowledge
- hierarchical hidden markov models
- discriminative models
- hidden variables
- semi supervised
- representational power
- generative and discriminative models
- conditional random fields
- expectation maximization
- maximum entropy principle
- machine learning
- learning tasks
- conditional probabilities
- highly efficient
- discriminatively trained