Supervised Learning with Evolving Tasks and Performance Guarantees

Verónica Álvarez, Santiago Mazuelas, Jose A. Lozano

Multiple supervised learning scenarios are composed by a sequence of classification tasks. For instance, multi-task learning and continual learning aim to learn a sequence of tasks…