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Michael Aerni
Michael Aerni
Doctoral student at Secure and Private AI (SPY) Lab, ETH Zurich
在 inf.ethz.ch 的电子邮件经过验证 - 首页
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引用次数
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Interpolation can hurt robust generalization even when there is no noise
K Donhauser, A Tifrea, M Aerni, R Heckel, F Yang
Advances in Neural Information Processing Systems 34, 23465-23477, 2021
132021
Strong inductive biases provably prevent harmless interpolation
M Aerni, M Milanta, K Donhauser, F Yang
International Conference on Learning Representations (ICLR), 2023
52023
Evaluations of Machine Learning Privacy Defenses are Misleading
M Aerni, J Zhang, F Tramèr
arXiv preprint arXiv:2404.17399, 2024
12024
Maximizing the robust margin provably overfits on noiseless data
K Donhauser, A Tifrea, M Aerni, R Heckel, F Yang
ICML 2021 Workshop on Adversarial Machine Learning, 2021
2021
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