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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
Maximilian Alber, Stephan Tietz, Jonas Dippel, Timo Milbich, Timothée Lesort, Panos Korfiatis, Moritz Krügener, Beatriz Perez Cancer, Neelay Shah, Alexander Möllers et al.
Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics
Maximilian Dreyer, Jim Berend, Tobias Labarta, Johanna Vielhaben, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek
Mechanistic understanding and validation of large AI models with SemanticLens
Simon León Krug, Anatole von Lilienfeld
The alchemical integral transform revisited
Qianli Wang, Nils Feldhus, Simon Ostermann, Luis Felipe Villa-Arenas, Sebastian Möller, Vera Schmitt
FITCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation
Elies Gil-Fuster, Jonas R. Naujoks, Grégoire Montavon, Thomas Wiegand, Wojciech Samek, Jens Eisert
Opportunities and limitations of explaining quantum machine learning
Ludwig Winkler
Time-reversible bridges of data with machine learning
Ankit Chaudhary, Kaustubh Beedkar, Jeyhun Karimov, Felix Lang, Steffen Zeuch, Volker Markl