Advances in Domain Adaptation Theory hardcover 208 p. 19
Redko, Ievgen, Morvant, Emilie, Habrard, Amaury, Sebban, Marc, Bennani, Younès 著
目次
1. Introduction2. State-of-the-art on statistical learning theory3. Domain adaptation problem4. Divergence based bounds5. PAC-Bayes bounds for domain adaptation6. Robustness and adaptation7. Stability and hypothesis transfer learning8. Impossibility results9. Conclusions and open discussions