Thomas Decker

According to our database, Thomas Decker authored at least 6 papers between 2023 and 2024.

Collaborative distances:

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

2024

Explanatory Model Monitoring to Understand the Effects of Feature Shifts on Performance.

Thomas Decker, Alexander Koebler, Michael Lebacher, Ingo Thon, Volker Tresp, Florian Buettner

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Provably Better Explanations with Optimized Aggregation of Feature Attributions.

Thomas Decker, Ananta R. Bhattarai, Jindong Gu, Volker Tresp, Florian Buettner

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Towards Scenario-Based Safety Validation for Autonomous Trains with Deep Generative Models.

Thomas Decker, Ananta R. Bhattarai, Michael Lebacher

Proceedings of the Computer Safety, Reliability, and Security, 2023

Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts.

Thomas Decker, Michael Lebacher, Volker Tresp

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

Does Your Model Think Like an Engineer? Explainable AI for Bearing Fault Detection with Deep Learning.

Thomas Decker, Michael Lebacher, Volker Tresp

Proceedings of the IEEE International Conference on Acoustics, 2023

The Thousand Faces of Explainable AI Along the Machine Learning Life Cycle: Industrial Reality and Current State of Research.

Thomas Decker, Ralf Gross, Alexander Koebler, Michael Lebacher, Ronald Schnitzer, Stefan H. Weber

Proceedings of the Artificial Intelligence in HCI, 2023