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Wahl, Jonas
11 publications
AISTATS
2025
Separation-Based Distance Measures for Causal Graphs
Jonas Wahl
,
Jakob Runge
TMLR
2025
Sortability of Time Series Data
Christopher Lohse
,
Jonas Wahl
CLeaR
2025
The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications
Philippe Brouillard
,
Chandler Squires
,
Jonas Wahl
,
Konrad K"ording
,
Karen Sachs
,
Alexandre Drouin
,
Dhanya Sridhar
ICLRW
2025
The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications
Philippe Brouillard
,
Chandler Squires
,
Jonas Wahl
,
Konrad Kording
,
Karen Sachs
,
Alexandre Drouin
,
Dhanya Sridhar
CLeaR
2025
Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery
Rebecca J. Herman
,
Jonas Wahl
,
Urmi Ninad
,
Jakob Runge
CLeaR
2024
Identifying Linearly-Mixed Causal Representations from Multi-Node Interventions
Simon Bing
,
Urmi Ninad
,
Jonas Wahl
,
Jakob Runge
TMLR
2024
Invariance & Causal Representation Learning: Prospects and Limitations
Simon Bing
,
Tom Hochsprung
,
Jonas Wahl
,
Urmi Ninad
,
Jakob Runge
UAI
2023
Increasing Effect Sizes of Pairwise Conditional Independence Tests Between Random Vectors
Tom Hochsprung
,
Jonas Wahl
,
Andreas Gerhardus
,
Urmi Ninad
,
Jakob Runge
NeurIPSW
2023
Invariance & Causal Representation Learning: Prospects and Limitations
Simon Bing
,
Jonas Wahl
,
Urmi Ninad
,
Jakob Runge
AAAI
2023
Vector Causal Inference Between Two Groups of Variables
Jonas Wahl
,
Urmi Ninad
,
Jakob Runge
NeurIPS
2022
Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery
Wiebke Günther
,
Urmi Ninad
,
Jonas Wahl
,
Jakob Runge