Simon Witzke

According to our database, Simon Witzke authored at least 6 papers between 2022 and 2026.

Collaborative distances:

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

2026

Selecting synthetic data for successful simulation-based transfer learning in dynamical biological systems.

Simon Witzke, Julian Zabbarov, Maximilian Kleissl, Pascal Iversen, Bernhard Y. Renard, Katharina Baum

BMC Bioinform., December, 2026

2025

Identifying Drivers of Predictive Aleatoric Uncertainty.

Pascal Iversen, Simon Witzke, Katharina Baum, Bernhard Y. Renard

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

2024

Sparse Explanations of Neural Networks Using Pruned Layer-Wise Relevance Propagation.

Paulo Yanez Sarmiento, Simon Witzke, Nadja Klein, Bernhard Y. Renard

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

2023

Identifying Drivers of Predictive Uncertainty using Variance Feature Attribution.

Pascal Iversen, Simon Witzke, Katharina Baum, Bernhard Y. Renard

CoRR, 2023

SimbaML: Connecting Mechanistic Models and Machine Learning with Augmented Data.

Maximilian Kleissl, Lukas Drews, Benedict B. Heyder, Julian Zabbarov, Pascal Iversen, Simon Witzke, Bernhard Y. Renard, Katharina Baum

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

Kern: A Labeling Environment for Large-Scale, High-Quality Training Data.

Johannes Hötter, Henrik Wenck, Moritz Feuerpfeil, Simon Witzke

Proceedings of the Natural Language Processing and Information Systems, 2022