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Michael Aerni
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 5
Top Topics
Inductive Reasoning
Low Pass Filtering
Image Interpolation
Label Noise
Top Venues
CoRR
ICLR
NeurIPS
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Publications
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Michael Aerni
,
Jie Zhang
,
Florian Tramèr
Evaluations of Machine Learning Privacy Defenses are Misleading.
CoRR
(2024)
Michael Aerni
,
Marco Milanta
,
Konstantin Donhauser
,
Fanny Yang
Strong inductive biases provably prevent harmless interpolation.
CoRR
(2023)
Michael Aerni
,
Marco Milanta
,
Konstantin Donhauser
,
Fanny Yang
Strong inductive biases provably prevent harmless interpolation.
ICLR
(2023)
Konstantin Donhauser
,
Alexandru Tifrea
,
Michael Aerni
,
Reinhard Heckel
,
Fanny Yang
Interpolation can hurt robust generalization even when there is no noise.
CoRR
(2021)
Konstantin Donhauser
,
Alexandru Tifrea
,
Michael Aerni
,
Reinhard Heckel
,
Fanny Yang
Interpolation can hurt robust generalization even when there is no noise.
NeurIPS
(2021)