Differentially Private Active Learning: Balancing Effective Data Selection and Privacy

Kristian Schwethelm, Johannes Kaiser, Jonas Kuntzer +3

Active learning (AL) is a widely used technique for optimizing data labeling in machine learning by iteratively selecting, labeling, and training on the most informative data. Howe…