Leveraging Variation Theory in Counterfactual Data Augmentation for Optimized Active Learning

Simret Araya Gebreegziabher, Kuangshi Ai, Zheng Zhang +2

Active Learning (AL) allows models to learn interactively from user feedback. This paper introduces a counterfactual data augmentation approach to AL, particularly addressing the s…