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Andreas Dewald, Felix Freiling, Tobias Gross, Dennis Kniel, Robert Michael, Konrad Rieck
Möglichkeiten und Grenzen KI-gestützter Analyse digitaler Spuren
Philipp Keyl, Philip Bischoff, Gabriel Dernbach, Michael Bockmayr, Rebecca Fritz, David Horst, Nils Blüthgen, Gregoire Montavon, Klaus-Robert Müller, Frederick Klauschen et al.
Single-cell gene regulatory network prediction by explainable AI
Martin Kiefer, Ilias Poulakis, Eleni Tzirita Zacharatou, Volker Markl
Optimistic Data Parallelism for FPGA-Accelerated Sketching
Leon Witt, Usama Zafar, KuoYeh Shen, Felix Sattler, Dan Li, Songtao Wang, Wojciech Samek
Decentralized and Incentivized Federated Learning: A Blockchain-Enabled Framework Utilising Compressed Soft-Labels and Peer Consistency
Gencer Sumbul, Begüm Demir
Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning
Pattarawat Chormai, Jan Herrmann, Klaus-Robert Müller, Gregoire Montavon
Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces
J. Thorben Frank, Oliver T. Unke, Klaus-Robert Müller
So3krates: Equivariant Attention for Interactions on Arbitrary Length-Scales in Molecular Systems
Tom Burgert, Mahdyar Ravanbakhsh, Begüm Demir
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification
Habib Mostafaei, Georgios Smaragdakis, Thomas Zinner, Anja Feldmann
Delay-Resistant Geo-Distributed Analytics
Felix Neutatz, Ziawasch Abedjan