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Maximilian Dreyer, Jim Berend, Tobias Labarta, Johanna Vielhaben, Thomas Wiegand, Sebastian Lapuschkin, Wojciech Samek
Mechanistic understanding and validation of large AI models with SemanticLens
Dr. Stefan Gugler
Physical-Chemistry-Inspired AI for Catalyst Design
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
Incremental Stream Query Placement in Massively Distributed and Volatile Infrastructures
Simon León Krug
Relative and systematic methods in computational alchemy
Hartmut Maennel, Oliver T. Unke, Klaus-Robert Müller
Complete and Efficient Covariants for Three-Dimensional Point Configurations with Application to Learning Molecular Quantum Properties
Filip Blašković, Tim O. F. Conrad, Stefan Klus, Nataša Djurdjevac Conrad