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Thomas Schnake, Farnoush Rezaei Jafaria, Jonas Lederer, Ping Xiong, Shinichi Nakajima, Stefan Gugler, Grégoire Montavon, Klaus-Robert Müller
Towards Symbolic XAI -- Explanation Through Human Understandable Logical Relationships Between Features
Thomas Bodner, Theo Radig, David Justen, Daniel Ritter, Tilmann Rabl
An Empirical Evaluation of Serverless Cloud Infrastructure for Large-Scale Data Processing
Thomas S. Binns, Richard M. Köhler, Jojo Vanhoecke, Meera Chikermane, Moritz Gerster, Timon Merk, Franziska Pellegrini, Johannes L. Busch, Jeroen G.V. Habets, Alessia Cavallo et al.
Shared pathway-specific network mechanisms of dopamine and deep brain stimulation for the treatment of Parkinson’s disease
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
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
Louis Le Page, Christina Dionysio, Matthias Boehm
Scalable Computation of Shapley Additive Explanations
Kristiyan Blagov, Carlos Enrique Muñiz-Cuza, Matthias Boehm