Uniform versus uncertainty sampling: When being active is less efficient than staying passive. - Alexandru Tifrea; Jacob Clarysse; Fanny Yang (CoRR, 2022)

Why adversarial training can hurt robust accuracy. - Jacob Clarysse; Julia Hörrmann; Fanny Yang (ICLR, 2023)

Margin-based sampling in high dimensions: When being active is less efficient than staying passive. - Alexandru Tifrea; Jacob Clarysse; Fanny Yang (ICML, 2023)

How robust accuracy suffers from certified training with convex relaxations. - Piersilvio De Bartolomeis; Jacob Clarysse; Amartya Sanyal; Fanny Yang (CoRR, 2023)