1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2026
The Sample Complexity of Distributionally Robust PAC Learning under Cressie--Read Divergences
Elad Aigner-Horev, Daniel Rosenberg, Roi Weiss
We study distributionally robust PAC learning for the ---loss, where adversarial perturbations of the data distribution are constrained by a Cressie--Read divergence of order…
math.PR2024
Resilience of Rademacher chaos of low degree
Elad Aigner-Horev, Daniel Rosenberg, Roi Weiss
The {\em resilience} of a Rademacher chaos is the maximum number of adversarial sign-flips that the chaos can sustain without having its largest atom probability significantly alte…
cs.CV2021★ 1 cited
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions
Daniel Rosenberg, Itai Gat, Amir Feder +1
Deep learning algorithms have shown promising results in visual question answering (VQA) tasks, but a more careful look reveals that they often do not understand the rich signal th…