Omar Montasser

vc dimension (6) adversarial robustness (5) pac learning (4) sample complexity (4) perturbation set (3) robust learning (3) empirical risk minimization (2) adversarial example (2) adversarial robust learning (2) transformation invariance (2) transductive learning (2) game theory (1) out-of-distribution generalization (1) domain adaptation (1) robust classification (1) domain generalization (1) halfspace learning (1) distribution shift (1) query complexity (1) data augmentation (1)