Don't Generate Me: Training Differentially Private Generative Models with Sinkhorn Divergence.
Tianshi CaoAlex BieArash VahdatSanja FidlerKarsten KreisPublished in: CoRR (2021)
Keyphrases
- generative model
- differentially private
- probabilistic model
- discriminative learning
- hierarchical hidden markov models
- discriminatively trained
- prior knowledge
- conditional random fields
- differential privacy
- discriminative models
- em algorithm
- semi supervised
- generative and discriminative models
- machine learning
- object categories
- training examples
- supervised learning
- information extraction
- k means
- training set