List of works - Laura Rieger

Aggregating explainability methods for neural networks stabilizes explanations ⬇️

scientific article published in March 2019

Interpretability in Intelligent Systems – A New Concept?

scholarly article by Lars Kai Hansen & Laura Rieger published 10 September 2019 in Explainable AI: Interpreting, Explaining and Visualizing Deep Learning

Interpretations are useful: penalizing explanations to align neural networks with prior knowledge ⬇️

scientific article published in October 2019

Separable explanations of neural network decisions ⬇️

scientific article published in December 2017

Structuring Neural Networks for More Explainable Predictions

scholarly article by Laura Rieger et al published 2018 in Explainable and Interpretable Models in Computer Vision and Machine Learning

Tunnel Effect in CNNs: Image Reconstruction From Max Switch Locations

scientific article (publication date: March 2017)

Uncertainty-aware and explainable machine learning for early prediction of battery degradation trajectory

scientific article published in January 2023

List of works by Laura Rieger