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Balancing the composition of word embeddings across heterogenous data sets


Jan 14, 2020
Stephanie Brandl, David Lassner, Maximilian Alber


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Explanations can be manipulated and geometry is to blame


Jun 19, 2019
Ann-Kathrin Dombrowski, Maximilian Alber, Christopher J. Anders, Marcel Ackermann, Klaus-Robert Müller, Pan Kessel


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Software and application patterns for explanation methods


Apr 09, 2019
Maximilian Alber


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iNNvestigate neural networks!


Aug 13, 2018
Maximilian Alber, Sebastian Lapuschkin, Philipp Seegerer, Miriam Hägele, Kristof T. Schütt, Grégoire Montavon, Wojciech Samek, Klaus-Robert Müller, Sven Dähne, Pieter-Jan Kindermans


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Backprop Evolution


Aug 08, 2018
Maximilian Alber, Irwan Bello, Barret Zoph, Pieter-Jan Kindermans, Prajit Ramachandran, Quoc Le


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The (Un)reliability of saliency methods


Nov 02, 2017
Pieter-Jan Kindermans, Sara Hooker, Julius Adebayo, Maximilian Alber, Kristof T. Schütt, Sven Dähne, Dumitru Erhan, Been Kim


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Learning how to explain neural networks: PatternNet and PatternAttribution


Oct 24, 2017
Pieter-Jan Kindermans, Kristof T. Schütt, Maximilian Alber, Klaus-Robert Müller, Dumitru Erhan, Been Kim, Sven Dähne


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Distributed Optimization of Multi-Class SVMs


Dec 08, 2016
Maximilian Alber, Julian Zimmert, Urun Dogan, Marius Kloft


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