Explaining nonlinear classification decisions with deep Taylor decomposition
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Grégoire Montavon received a Masters degree in Communication Systems from École Polytechnique Fédérale de Lausanne, in 2009 and a Ph.D. degree in Machine Learning from the Technische Universität Berlin, in 2013. He is currently a Research Associate in the Machine Learning Group at TU Berlin.
Sebastian Lapuschkin received a Masters degree in Computer Science from Technische Universität Berlin, in 2013. He currently is a Research Associate in the Machine Learning Group at the Fraunhofer Heinrich-Hertz-Institute while pursuing is Ph.D. at TU Berlin. His research interests are computer vision, machine learning and data analysis.
Alexander Binder is Assistant Professor at the Singapore University of Technology and Design. He received a Ph.D. in Machine Learning from Technische Universität Berlin, in 2013. He participated in Pascal VOC and ImageCLEF competitions before. His research interests include neural networks, image analysis and medical imaging.
Wojciech Samek received a Diploma degree in Computer Science from Humboldt University Berlin in 2010 and the Ph.D. degree in Machine Learning from Technische Universität Berlin, in 2014. Currently, he directs the Machine Learning Group at Fraunhofer Heinrich Hertz Institute. His research interests include neural networks and signal processing.
Klaus-Robert Müller (Ph.D. 92) has been a Professor of computer science at TU Berlin since 2006; co-director Berlin Big Data Center. He won the 1999 Olympus Prize of German Pattern Recognition Society, the 2006 SEL Alcatel Communication Award, and the 2014 Science Prize of Berlin. Since 2012, he is an elected member of the German National Academy of Sciences – Leopoldina.