Samir hhi biography

   

Preprints

11.Frederik Pahde, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek:
Ensuring Medical AI Safety: Explainable AI-Driven Detection and Mitigation of Spurious Model Behavior and Associated Data
arXiv:2501.13818, 2025
[bibtex] [pdf] [url]
10.Maximilian Dreyer, Jim Berend, Tobias Labarta, Johanna Vielhaben, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek:
Mechanistic understanding and validation of large AI models with SemanticLens
arXiv:2501.05398, 2025
[bibtex] [pdf] [url]
9.Elies Gil-Fuster, Jonas R. Naujoks, Grégoire Montavon, Thomas Wiegand, Wojciech Samek, Jens Eisert:
Opportunities and Limitations of Explaining Quantum Machine Learning
arXiv:2412.14753, 2024
[bibtex] [pdf] [url]
8.Johanna Vielhaben, Dilyara Bareeva, Jim Berend, Wojciech Samek, Nils Strodthoff:
Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers
arXiv:2412.06639, 2024
[bibtex] [pdf] [url]
7.Andreas Lutz, Gabriele Steidl, Karsten Müller, Wojciech Samek:
Optimizing Federated Learning by Entropy-Based Client Selection
a

FG-AI4H

[1]Luis Oala, Jana Fehr, Luca Gilli, Pradeep Balachandran, Alixandro Werneck Leite, Saul Calderon-Ramirez, Danny Xie Li, Gabriel Nobis, Erick Alejandro Muñoz Alvarado, Giovanna Jaramillo-Gutierrez, Christian Matek, Arun Shroff, Ferath Kherif, Bruno Sanguinetti, and Thomas Wiegand. “ML4H Auditing: From Paper to Practice”. In: Proceedings of the Machine Learning for Health NeurIPS Workshop. Ed. by Emily Alsentzer, Matthew B. A. McDermott, Fabian Falck, Suproteem K. Sarkar, Subhrajit Roy, and Stephanie L. Hyland. Vol. 136. Proceedings of Machine Learning Research. PMLR, Nov. 2020, pp. 280–317. URL: https://proceedings.mlr.press/v136/oala20a.html.
[2]Marcel Salathé, Thomas Wiegand, and Markus Wenzel. “Focus Group on Artificial Intelligence for Health”. In: arXiv e-prints, arXiv:1809.04797 (Sept. 2018), arXiv:1809.04797. arXiv: 1809.04797 [cs.AI].
[3]Markus Wenzel and Thomas Wiegand. “Toward Global Validation Standards for Health AI”. In: IEEE Communications Standards Magazine 4.3 (2020), pp. 64–69. DOI: 10.1109/MCOMSTD.001.2000006.
[4]Markus A.

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