Active Class Incremental Learning for Imbalanced Datasets

Eden Belouadah, Adrian Popescu, Umang Aggarwal +1

Incremental Learning (IL) allows AI systems to adapt to streamed data. Most existing algorithms make two strong hypotheses which reduce the realism of the incremental scenario: (1)…