Revisiting Active Learning under (Human) Label Variation

Cornelia Gruber, Helen Alber, Bernd Bischl +3

Access to high-quality labeled data remains a limiting factor in applied supervised learning. While label variation (LV), i.e., differing labels for the same instance, is common, e…