Wojciech Samek is affiliated with the Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute in Germany. Their research is primarily situated within the field of Computer Science, with a strong emphasis on Artificial Intelligence, contributing to 214 publications in this subfield. Additional areas of research include Computer Vision and Pattern Recognition, Radiology, Nuclear Medicine and Imaging, Health Informatics, and Cognitive Neuroscience.
The scientist's work spans several topics within machine learning and AI, notably:
Wojciech Samek has published extensively, including highly cited papers such as:
Frequent collaborators include Sebastian Lapuschkin, Klaus-Robert Müller, Thomas Wiegand, Frederik Pahde, and Grégoire Montavon. This network of coauthors indicates active engagement in collaborative research efforts centered around explainable AI and machine learning methods.
Wojciech Samek's work is frequently published in venues such as:
In addition to journal papers, the scientist has contributed to academic literature through books, including a publication with Cambridge University Press titled Mathematical Aspects of Deep Learning (2022).
Sebastian Bach;Alexander Binder;Grégoire Montavon;Frederick Klauschen
Grégoire Montavon;Wojciech Samek;Klaus Robert Müller;Klaus Robert Müller;Klaus Robert Müller
Grégoire Montavon;Sebastian Lapuschkin;Alexander Binder;Wojciech Samek
Lukas Ruff;Jacob R. Kauffmann;Robert A. Vandermeulen;Gregoire Montavon
Sebastian Lapuschkin;Stephan Wäldchen;Alexander Binder;Grégoire Montavon
Wojciech Samek;Thomas Wiegand;Klaus-Robert Müller
Felix Sattler;Simon Wiedemann;Klaus-Robert Muller;Wojciech Samek
Wojciech Samek;Alexander Binder;Gregoire Montavon;Sebastian Lapuschkin
Sebastian Bosse;Dominique Maniry;Klaus-Robert Muller;Thomas Wiegand
Wojciech Samek;Gregoire Montavon;Sebastian Lapuschkin;Christopher J. Anders
Wojciech Samek;Grégoire Montavon;Andrea Vedaldi;Lars Kai Hansen
F. Schwendicke;W. Samek;J. Krois
Patrick Wagner;Patrick Wagner;Patrick Wagner;Nils Strodthoff;Ralf-Dieter Bousseljot;Dieter Kreiseler
Felix Sattler;Klaus-Robert Muller;Wojciech Samek
Grégoire Montavon;Alexander Binder;Sebastian Lapuschkin;Wojciech Samek
Wojciech Samek;Klaus Robert Müller;Klaus Robert Müller;Klaus Robert Müller
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Alexander Binder;Grégoire Montavon;Sebastian Lapuschkin;Klaus-Robert Müller;Klaus-Robert Müller
Irene Sturm;Sebastian Lapuschkin;Wojciech Samek;Klaus Robert Müller
Leila Arras;Grégoire Montavon;Klaus-Robert Müller;Wojciech Samek
Felix Sattler;Simon Wiedemann;Klaus-Robert Müller;Wojciech Samek
Alexander Binder;Grégoire Montavon;Sebastian Bach;Klaus-Robert Müller
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