Wojciech Samek
Scholar

Wojciech Samek

Google Scholar ID: 7aQwO08AAAAJ
Professor at TU Berlin, Head of AI Department at Fraunhofer HHI, BIFOLD Fellow
Deep LearningInterpretabilityExplainable AITrustworthy AIFederated Learning
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Citations & Impact
All-time
Citations
42,166
 
H-index
69
 
i10-index
164
 
Publications
20
 
Co-authors
18
list available
Contact
No contact links provided.
Publications
36 items
Structural Compactness as a Complementary Criterion for Explanation Quality
2026
Cited
0
Democratizing Federated Learning with Blockchain and Multi-Task Peer Prediction
2026
Cited
0
Building Trust in PINNs: Error Estimation through Finite Difference Methods
2026
Cited
0
X-SYS: A Reference Architecture for Interactive Explanation Systems
2026
Cited
0
Towards Visually Explaining Statistical Tests with Applications in Biomedical Imaging
2026
Cited
0
Multimodal Deep Learning for Prediction of Progression-Free Survival in Patients with Neuroendocrine Tumors Undergoing 177Lu-based Peptide Receptor Radionuclide Therapy
2025
Cited
0
Fractional Diffusion Bridge Models
2025
Cited
0
Atlas-Alignment: Making Interpretability Transferable Across Language Models
2025
Cited
0
Resume (English only)
Co-authors
18 total
Klaus-Robert Müller
Klaus-Robert Müller
TU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, Germany
Sebastian Lapuschkin
Sebastian Lapuschkin
Head of Explainable AI, Fraunhofer Heinrich Hertz Institute
Grégoire Montavon
Grégoire Montavon
Professor, Charité / BIFOLD
Alexander Binder
Alexander Binder
Professor, ScaDS.AI and Faculty of Math and Computer Science, Uni Leipzig, Germany
Co-author 5
Co-author 5
Sebastian Bosse
Sebastian Bosse
Head of Interactive & Cognitive Systems, Fraunhofer HHI, Germany
Motoaki Kawanabe
Motoaki Kawanabe
Senior Researcher, Advanced Telecommunications Research Institute International
Nils Strodthoff
Nils Strodthoff
Professor for eHealth/AI4Health, Oldenburg University, Germany