VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning

Jongwon Choi, Kwang Moo Yi, Jihoon Kim +5

Active Learning for discriminative models has largely been studied with the focus on individual samples, with less emphasis on how classes are distributed or which classes are hard…