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Yupei Du, Jacek Golebiowski, Philipp Schmidt, Ziawasch Abedjan
Guiding Catalogue Enrichment with User Queries
Farnoush Rezaei Jafari, Grégoire Montavon, Klaus-Robert Müller, Oliver Eberle
MambaLRP: Explaining Selective State Space Sequence Models
Gereon Dusella, Haralampos Gavriilidis, Laert Nuhu, Volker Markl, Eleni Tzirita Zacharatou
Multi-Backend Zonal Statistics Execution with Raven
Jiwon Chang, Christina Dionysio, Fatemeh Nargesian, Matthias Boehm
PLUTUS: Understanding Data Distribution Tailoring for Machine Learning
Stefan Grafberger, Paul Groth, Sebastian Schelter
Towards Interactively Improving ML Data Preparation Code via "Shadow Pipelines"
Bernhard Föllmer, Kenrick Schulze, Christian Wald, Sebastian Stober, Wojciech Samek, Marc Dewey
Active Learning with the nnUNet and Sample Selection with Uncertainty-Aware Submodular Mutual Information Measure
Julius Hense, Mina Jamshidi Idaji, Oliver Eberle, Thomas Schnake, Jonas Dippel, Laure Ciernik, Oliver Buchstab, Andreas Mock, Frederick Klauschen, Klaus-Robert Müller et al.
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
Anastasiia Kozar, Bonaventura Del Monte, Steffen Zeuch, Volker Markl
Fault Tolerance Placement in the Internet of Things
Laura Kopf, Philine Lou Bommer, Anna Hedström, Sebastian Lapuschkin, Marina M.-C. Höhne, Kirill Bykov
CoSy: Evaluating Textual Explanations of Neurons
Philipp M. Grulich, Aljoscha P. Lepping, Dwi P. A. Nugroho, Varun Pandey, Bonaventura Del Monte, Steffen Zeuch, Volker Markl