Wahl, Jonas
- Foundations of Causal Discovery on Groups of Variables
2023/06/12 by Jonas Wahl, Wahl, Jonas, Urmi Ninad +3 · 6 citations
Computer Science · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Statistics Theory (math.ST)
- Vector causal inference between two groups of variables
2022/09/28 by Jonas Wahl, Urmi Ninad, Wahl, Jonas +3 · 5 citations
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Data Management and Algorithms #FOS: Computer and information sciences #Methodology (stat.ME)
- The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications
2024/12/02 by Philippe Brouillard, Chandler Squires, Brouillard, Philippe +12 · 3 voices · 5 citations
Decision Sciences · Computer Science · #Data Quality and Management #Semantic Web and Ontologies #Bayesian Modeling and Causal Inference
- Identifying Linearly-Mixed Causal Representations from Multi-Node Interventions
2023/11/05 by Simon Bing, Bing, Simon, Urmi Ninad +5 · 4 citations
Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistics Theory (math.ST)
- Separation-based distance measures for causal graphs
2024/02/07 by Wahl, Jonas, Runge, Jakob · 3 citations
#FOS: Computer and information sciences #Machine Learning (stat.ML) #Methodology (stat.ME)
- Free wreath product quantum groups and standard invariants of subfactors
2016/09/07 by Tarrago, Pierre, Wahl, Jonas · 1 citation
#Category Theory (math.CT) #FOS: Mathematics #Operator Algebras (math.OA) #Quantum Algebra (math.QA)
- Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery
2025/03/21 by Rebecca Herman, Herman, Rebecca J., Jonas Wahl +5 · 3 citations
Computer Science · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #Cognitive Science and Mapping
- Invariance & Causal Representation Learning: Prospects and Limitations
2023/12/06 by Bing, Simon, Wahl, Jonas, Ninad, Urmi +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Causal discovery on vector-valued variables and consistency-guided aggregation
2025/05/15 by Urmi Ninad, Jonas Wahl, Ninad, Urmi +5 · 2 citations
Computer Science · #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Methodology (stat.ME)
- Sortability of Time Series Data
2024/07/18 by C. Lohse, Lohse, Christopher, Jonas Wahl +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Time Series Analysis and Forecasting