Active Learning using Loss Geometry

Principal Investigator: Rajiv Khanna

This work targets “atypical” points the model misclassifies with high confidence, shifting early rounds toward the right kind of hard examples. Aggregate tables show top average ranksover budgets and open‑set ratios across CIFAR‑10/100 and TinyImageNet.