Provable Lipschitz Certification for Generative Models.
Matt JordanAlex DimakisPublished in: ICML (2021)
Keyphrases
- generative model
- probabilistic model
- mixture model
- semi supervised
- discriminative models
- discriminative learning
- object categories
- em algorithm
- generative and discriminative models
- prior knowledge
- conditional random fields
- hidden variables
- expectation maximization
- supervised learning
- maximum entropy principle
- representational power
- computer vision