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Cited by
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Since 2019
Citations
15
15
h-index
2
2
i10-index
1
1
0
6
3
2022
2023
2024
5
5
5
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Michael Aerni
Doctoral student at Secure and Private AI (SPY) Lab,
ETH Zurich
Verified email at inf.ethz.ch -
Homepage
machine learning
ML security
safe AI
privacy
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Year
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
11
2021
Strong inductive biases provably prevent harmless interpolation
M Aerni, M Milanta, K Donhauser, F Yang
International Conference on Learning Representations (ICLR)
, 2023
4
2023
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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