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Adversarial Robustness of NTK Neural Networks

stat.ML · 2026-04-28 · unverdicted · novelty 6.0

NTK networks achieve minimax optimal adversarial regression rates in Sobolev spaces with early stopping, but minimum-norm interpolants are vulnerable.

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  • Adversarial Robustness of NTK Neural Networks stat.ML · 2026-04-28 · unverdicted · none · ref 1

    NTK networks achieve minimax optimal adversarial regression rates in Sobolev spaces with early stopping, but minimum-norm interpolants are vulnerable.