The course teaches how to design
machine learning systems that are robust to domain shifts and able to
learn continuosly in the presence of ever-changing data. The course will
provide a characterization and overview of the several problems in this
area, including transfer learning, online learning, continual learning,
open set recognition, domain adaptation, meta learning.
- Docente: ANTONIO CARTA