Wasserstein Robust Classification Error: Surrogate Loss Misalignment and Distributional Attacks

arXiv:2510.10000 · cs.LG, math.OC, stat.ML · Submitted 2025-10-11 · Read on arXiv

cs.LG, math.OC, stat.ML

Submitted: 2025-10-11

Updated: 2026-10-20

Terminology

• Accuracy — 1× in this paper · explained in 1 episode
• Adversarial Robustness — 1× in this paper · explained in 3 episodes
• ReLU Network — 1× in this paper · explained in 2 episodes
• Robustness — 1× in this paper · explained in 5 episodes
• Transformer — 1× in this paper · explained in 2 episodes
• Transformers — 1× in this paper · explained in 2 episodes

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