Banner Banner

SEARCH

ALL PUBLICATIONS

Maximilian Dreyer, Jim Berend, Tobias Labarta, Johanna Vielhaben, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek

Mechanistic understanding and validation of large AI models with SemanticLens

January 09, 2025
https://doi.org/10.48550/arXiv.2501.05398

Qianli Wang, Nils Feldhus, Simon Ostermann, Luis Felipe Villa-Arenas, Sebastian Möller, Vera Schmitt

FITCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation

January 02, 2025
https://arxiv.org/abs/2501.00777

Elies Gil-Fuster, Jonas R. Naujoks, Grégoire Montavon, Thomas Wiegand, Wojciech Samek, Jens Eisert

Opportunities and limitations of explaining quantum machine learning

December 19, 2024
https://doi.org/10.48550/arXiv.2412.14753

Filip Blašković, Tim O. F. Conrad, Stefan Klus, Nataša Djurdjevac Conrad

Clustering Time-Snapshots of Temporal Networks: From Synthetic Data to Real-World Applications

December 13, 2024
https://doi.org/10.48550/arXiv.2412.12187