Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport.
Mourad El HamriYounès BennaniIssam FalihPublished in: CoRR (2022)
Keyphrases
- domain adaptation
- theoretical guarantees
- worst case
- cross domain
- labeled data
- test data
- semi supervised
- transfer learning
- multiple sources
- semi supervised learning
- dynamic programming
- co training
- databases
- target domain
- feature extraction
- np hard
- model selection
- lower bound
- document classification
- computational complexity
- optimal solution