Wolfgang Stammer

Explanatory Interactive Machine Learning

Nicolas Pfeuffer, Lorenz Baum, Wolfgang Stammer et al. · Business & Information Systems Engineering · 2023 · 23 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Right for Better Reasons: Training Differentiable Models by Constraining their Influence Functions

Xiaoting Shao, Arseny Skryagin, Wolfgang Stammer et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +23

A typology for exploring the mitigation of shortcut behaviour

Felix Friedrich, Wolfgang Stammer, Patrick Schramowski et al. · Nature Machine Intelligence · 2023 · 15 citations

Interactive Disentanglement: Learning Concepts by Interacting with their Prototype Representations

Wolfgang Stammer, Marius Memmel, Patrick Schramowski et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 14 citations

Right for the Wrong Scientific Reasons: Revising Deep Networks by Interacting with their Explanations.

Patrick Schramowski, Wolfgang Stammer, Stefano Teso et al. · arXiv (Cornell University) · 2020 · 13 citations · Full text

Artificial Intelligence, Cognitive Science, Deep Neural Networks +15