Publications
SEARCH
ALL PUBLICATIONS
Arnab Phani, Matthias Boehm
MEMPHIS: Holistic Lineage-based Reuse and Memory Management for Multi-backend ML Systems
Felix Neutatz, Marius Lindauer, Ziawasch Abedjan
How Green is AutoML for Tabular Data?
Fatemeh Ahmadi, Marc Speckmann, Malte Fabian Kuhlmann, Ziawasch Abedjan
MaTElDa: Multi-Table Error Detection
Max Eissler, Tim Korjakow, Stefan Ganscha, Oliver T. Unke, Klaus-Robert Müller, Stefan Gugler
How simple can you go? An off-the-shelf transformer approach to molecular dynamics
Felix P. Bernhard, Frederike Stein, Dorian Kock, Sarah Alizadeh, José Carlos Garcia Alanis, Svenja Francke, Clara Nittel, Koob Lisa, Lionel Ludig, Lea Teutenberg et al.
Optimizing Transcutaneous Vagal Nerve Stimulation (tVNS) for Treatment of Major Depressive Disorder using functional near-infrared-spectroscopy (fNIRS) - based Functional Connectivity
Bruno Puri, Aakriti Jain, Elena Golimblevskaia, Patrick Kahardipraja, Thomas Wiegand, Wojciech Samek, Sebastian Lapuschkin
FADE: Why Bad Descriptions Happen to Good Features
Carlos Eiras-Franco, Anna Hedström, Marina M.-C. Höhne
Evaluate with the Inverse: Efficient Approximation of Latent Explanation Quality Distribution
Leila Arras, Bruno Puri, Patrick Kahardipraja, Sebastian Lapuschkin, Wojciech Samek
A Close Look at Decomposition-based XAI-Methods for Transformer Language Models
Simon Ohler, Daniel Brady, Patrick Mischke, Jana Bender, Herwig Ott, Thomas Niederprüm, Winfried Ripken, Johannes S. Otterbach, Michael Fleischhauer
Nonequilibrium Universality of Rydberg-Excitation Spreading on a Dynamic Network
Maise Al Bakir, James L. Reading, Samuel Gamble, Rachel Rosenthal, Imran Uddin, Andrew Rowan, Joanna Przewrocka, Amber Rogers, Yien Ning Sophia Wong, Amalie K. Bentzen et al.