Differentially Private Domain Adaptation with Theoretical Guarantees.
Raef BassilyCorinna CortesAnqi MaoMehryar MohriPublished in: CoRR (2023)
Keyphrases
- theoretical guarantees
- domain adaptation
- differentially private
- differential privacy
- worst case
- cross domain
- multiple sources
- labeled data
- semi supervised
- test data
- document classification
- sentiment classification
- target domain
- semi supervised learning
- transfer learning
- data sets
- database
- co training
- reinforcement learning
- information retrieval