Dr. Jonas Wahl

Contact

Address (Saarbrücken)

Publications

How PC-based Methods Err: Towards Better Reporting of Assumption Violations and Small Sample Errors
Sofia Faltenbacher*; Jonas Wahl*; Rebecca Jean Herman; Jakob Runge
In: Proceedings of the 42nd Conference on Uncertainty in Artificial Intelligence. Conference in Uncertainty in Artificial Intelligence (UAI-2026), Amsterdam, Netherlands, Pages 1498-1519, Proceedings of Machine Learning Research, Vol. 337, PMLR, 8/2026.
Sortability of Time Series Data
Christopher Lohse; Jonas Wahl
In: Adam Arany (Hrsg.). Transactions on Machine Learning Research (TMLR), 7/2025.
Separation-Based Distance Measures for Causal Graphs
Jonas Wahl; Jakob Runge
In: Proceedings of The 28th International Conference on Artificial Intelligence and Statistics. International Conference on Artificial Intelligence and Statistics (AISTATS-2025), May 3-5, Mai Khao, Thailand, Pages 3412-3420, PMLR, Vol. 258, Proceedings of Machine Learning Research, 2025.

MAC-MERLin
Multi-Level Abstractions and Causal Modeling for Enhanced Reinforcement Learning
Das Projekt Multi-Level Abstractions and Causal Modeling for Enhanced Reinforcement Learning (MAC-MERLin) zielt darauf ab, durch die Nutzung von Multi-Level-Abstraktionen in Kombination mit kausaler…