Wagner, Dennis

4 publications

NeurIPS 2025 Mitigating Spurious Features in Contrastive Learning with Spectral Regularization Naghmeh Ghanooni, Waleed Mustafa, Dennis Wagner, Sophie Fellenz, Anthony Widjaja Lin, Marius Kloft

NeurIPS 2025 NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection Dennis Wagner, Fabian Hartung, Justus Arweiler, Aparna Muraleedharan, Indra Jungjohann, Arjun Nair, Steffen Reithermann, Ralf Schulz, Michael Bortz, Daniel Neider, Heike Leitte, Joachim Pfeffinger, Stephan Mandt, Sophie Fellenz, Torsten Katz, Fabian Jirasek, Jakob Burger, Hans Hasse, Marius Kloft

AISTATS 2024 Non-Vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft

TMLR 2023 TimeSeAD: Benchmarking Deep Multivariate Time-Series Anomaly Detection Dennis Wagner, Tobias Michels, Florian C.F. Schulz, Arjun Nair, Maja Rudolph, Marius Kloft