Dr. Jonas Wahl

Contact

Address (Saarbrücken)

Publications

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.
Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery
Rebecca J Herman; Jonas Wahl; Urmi Ninad; Jakob Runge
In: Proceedings of the Fourth Conference on Causal Learning and Reasoning. Conference on Causal Learning and Reasoning (CLeaR-2025), Pages 1506-1531, PMLR, Vol. 275, MLResearchPress, 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…