Dennis Wagner

According to our database, Dennis Wagner authored at least 15 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Formally Exploring Time-Series Anomaly Detection Evaluation Metrics.

Dennis Wagner, Arjun Nair, Billy Joe Franks, Justus Arweiler, Aparna Muraleedharan, Indra Jungjohann, Fabian Hartung, Mayank C. Ahuja, Andriy Balinskyy, Saurabh Varshneya, Nabeel Hussain Syed, Mayank Nagda, Philipp Liznerski, Steffen Reithermann, Maja Rudolph, Sebastian J. Vollmer, Ralf Schulz, Torsten Katz, Stephan Mandt, Michael Bortz, Heike Leitte, Daniel Neider, Jakob Burger, Fabian Jirasek, Hans Hasse, Sophie Fellenz, Marius Kloft

CoRR, October, 2025

DiffStyleTS: Diffusion Model for Style Transfer in Time Series.

Mayank Nagda, Phil Ostheimer, Justus Arweiler, Indra Jungjohann, Jennifer Werner, Dennis Wagner, Aparna Muraleedharan, Pouya Jafari, Jochen Schmid, Fabian Jirasek, Jakob Burger, Michael Bortz, Hans Hasse, Stephan Mandt, Marius Kloft, Sophie Fellenz

CoRR, October, 2025

Style Transfer for High-Fidelity Time Series Augmentation.

Mayank Nagda, Phil Ostheimer, Justus Arweiler, Indra Jungjohann, Jennifer Werner, Dennis Wagner, Aparna Muraleedharan, Pouya Jafari, Jochen Schmid, Fabian Jirasek, Jakob Burger, Michael Bortz, Hans Hasse, Stephan Mandt, Marius Kloft, Sophie Fellenz

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Mitigating Spurious Features in Contrastive Learning with Spectral Regularization.

Naghmeh Ghanooni, Waleed Mustafa, Dennis Wagner, Sophie Fellenz, Anthony W. Lin, Marius Kloft

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

A Benchmark Suite for Verifying Neural Anomaly Detectors in Distillation Processes.

Simon Lutz, Justus Arweiler, Aparna Muraleedharan, Niklas Kahlhoff, Fabian Hartung, Indra Jungjohann, Mayank Nagda, Daniel Reinhardt, Dennis Wagner, Jennifer Werner, Justus C. Will, Jakob Burger, Michael Bortz, Hans Hasse, Sophie Fellenz, Fabian Jirasek, Marius Kloft, Heike Leitte, Stephan Mandt, Steffen Reithermann, Jochen Schmid, Daniel Neider

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

Non-vacuous Generalization Bounds for Adversarial Risk in Stochastic Neural Networks.

Waleed Mustafa, Philipp Liznerski, Antoine Ledent, Dennis Wagner, Puyu Wang, Marius Kloft

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Secondary Mushroom.

Dennis Wagner, Dominik Heider, Georges Hattab

Dataset, August, 2023

TimeSeAD: Benchmarking Deep Multivariate Time-Series Anomaly Detection.

Dennis Wagner, Tobias Michels, Florian C. F. Schulz, Arjun Nair, Maja Rudolph, Marius Kloft

Trans. Mach. Learn. Res., 2023

Deep Anomaly Detection on Tennessee Eastman Process Data.

Fabian Hartung, Billy Joe Franks, Tobias Michels, Dennis Wagner, Philipp Liznerski, Steffen Reithermann, Sophie Fellenz, Fabian Jirasek, Maja Rudolph, Daniel Neider, Heike Leitte, Chen Song, Benjamin Klöpper, Stephan Mandt, Michael Bortz, Jakob Burger, Hans Hasse, Marius Kloft

CoRR, 2023

2021

A Concise Guide on the Integration of Battery Electric Buses into Urban Bus Networks.

Nicolas Dirks, Dennis Wagner, Maximilian Schiffer, Grit Walther

CoRR, 2021

2019

Feedback-Based Resource Allocation for Batch Scheduling of Scientific Workflows.

Carl Witt, Dennis Wagner, Ulf Leser

Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

2018

Low-Cost Medical Infrastructure: Triage as intelligent decision support.

Marius Liefold, Dennis Wagner, Alexander Pokraka, Thomas Schrader

Proceedings of the Mobile Devices and Multimedia: Enabling Technologies, Algorithms, and Applications 2018, Burlingame, CA, USA, January 28, 2018

POS: Online Learning for Memory-Aware Scheduling of Scientific Workflows.

Carl Witt, Dennis Wagner, Ulf Leser

Proceedings of the 14th IEEE International Conference on e-Science, 2018

2017

A Pilot Study to Examine the Activity of Primary Plantar Flexor Muscles using an Electric Motorized Treadmill in Comparison to Overground Walking.

Katja Orlowski, Dennis Wagner, Annett l'Orteye, Heike Ringk, Verena Kohl, Thomas Schrader

Proceedings of the 5th International Congress on Sport Sciences Research and Technology Support, 2017