Laura Rieger

According to our database, Laura Rieger authored at least 7 papers between 2017 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

A simple defense against adversarial attacks on heatmap explanations.

Laura Rieger, Lars Kai Hansen

CoRR, 2020

Client Adaptation improves Federated Learning with Simulated Non-IID Clients.

Laura Rieger, Rasmus M. Th. Høegh, Lars Kai Hansen

CoRR, 2020

IROF: a low resource evaluation metric for explanation methods.

Laura Rieger, Lars Kai Hansen

CoRR, 2020

Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge.

Laura Rieger, Chandan Singh, W. James Murdoch, Bin Yu

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Interpretability in Intelligent Systems - A New Concept?

Lars Kai Hansen, Laura Rieger

Proceedings of the Explainable AI: Interpreting, 2019

Aggregating explainability methods for neural networks stabilizes explanations.

Laura Rieger, Lars Kai Hansen

CoRR, 2019

2017

Tunnel Effect in CNNs: Image Reconstruction From Max Switch Locations.

Matthieu de La Roche Saint Andre, Laura Rieger, Morten Hannemose, Junmo Kim

IEEE Signal Process. Lett., 2017