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Laura Rieger
ORCID
Publication Activity (10 Years)
Years Active: 2017-2020
Publications (10 Years): 7
Top Topics
Image Reconstruction
Activation Function
Neural Network
Multilayer Perceptron
Top Venues
CoRR
IEEE Signal Process. Lett.
ICML
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Publications
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Laura Rieger
,
Lars Kai Hansen
A simple defense against adversarial attacks on heatmap explanations.
CoRR
(2020)
Laura Rieger
,
Chandan Singh
,
W. James Murdoch
,
Bin Yu
Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge.
ICML
(2020)
Laura Rieger
,
Rasmus M. Th. Høegh
,
Lars Kai Hansen
Client Adaptation improves Federated Learning with Simulated Non-IID Clients.
CoRR
(2020)
Laura Rieger
,
Lars Kai Hansen
IROF: a low resource evaluation metric for explanation methods.
CoRR
(2020)
Laura Rieger
,
Chandan Singh
,
W. James Murdoch
,
Bin Yu
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge.
CoRR
(2019)
Laura Rieger
,
Lars Kai Hansen
Aggregating explainability methods for neural networks stabilizes explanations.
CoRR
(2019)
Matthieu de La Roche Saint Andre
,
Laura Rieger
,
Morten Hannemose
,
Junmo Kim
Tunnel Effect in CNNs: Image Reconstruction From Max Switch Locations.
IEEE Signal Process. Lett.
24 (3) (2017)