SEARCH
ALL PUBLICATIONS
Léo Andéol, Yusei Kawakami, Yuichiro Wada, Takafumi Kanamori, Klaus-Robert Müller, Grégoire Montavon
Learning domain invariant representations by joint Wasserstein distance minimization.
Yancan Mao, Jianjun Zhao, Zhonghao Yang, Shuhao Zhang, Haikun Liu, Volker Markl
MorphStream: Scalable Processing of Transactions over Streams on Multicores
Armin W. Thomas, Ulman Lindenberger, Wojciech Samek, Klaus-Robert Müller
Evaluating deep transfer learning for whole-brain cognitive decoding.
Tom Ganz, Erik Imgrund, Martin Härterich, Konrad Rieck
CodeGraphSMOTE: Data Augmentation for Vulnerability Discovery
Lukas Muttenthaler, Robert A. Vandermeulen, Qiuyi Zhang, Thomas Unterthiner, Klaus-Robert Müller
Set Learning for Accurate and Calibrated Models
Joshua Scheidt, Alexander Diener, Michael Maiworm, Klaus-Robert Müller, Rolf Findeisen, Kurt Driessens, F. Stefan Tautz, Christian Wagner
Concept for the Real-Time Monitoring of Molecular Configurations during Manipulation with a Scanning Probe Microscope.
Tom Ganz, Philipp Rall, Martin Härterich, Konrad Rieck
Hunting for Truth: Analyzing Explanation Methods in Learning-based Vulnerability Discovery
Yordan Grigorov, Haralampos Gavriilidis, Sergey Redyuk, Kaustubh Beedkar, Volker Markl
P2D: A Transpiler Framework for Optimizing Data Science Pipelines
Nils Schubert, Philipp M Grulich, Steffen Zeuch, Volker Markl
Exploiting Access Pattern Characteristics for Join Reordering
Alexander Binder, Leander Weber, Sebastian Lapuschkin, Grégoire Montavon, Klaus-Robert Müller, Wojciech Samek