Jonas Wahl
7 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(5)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CLEAR (3)
AAAI (1)
AISTATS (1)
NIPS (1)
UAI (1)
Top co-authors
Keywords
causal discovery
(2)
graph embedding
(1)
partial correlation
(1)
conditional independence
(1)
graphical model
(1)
latent variable
(1)
conditional independence test
(1)
structural causal model
(1)
causal representation learning
(1)
nonparametric method
(1)
statistical test
(1)
causal direction
(1)
non-parametric method
(1)
random vector
(1)
effect size
(1)
conditional independence testing
(1)
vector variable
(1)
groupwise reasoning
(1)
partial correlation test
(1)
causal variable
(1)
Papers
The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications
CLEAR 2025
Unitless Unrestricted Markov-Consistent SCM Generation: Better Benchmark Datasets for Causal Discovery
CLEAR 2025
Separation-Based Distance Measures for Causal Graphs
AISTATS 2025
Identifying Linearly-Mixed Causal Representations from Multi-Node Interventions
CLEAR 2024
Vector Causal Inference between Two Groups of Variables
AAAI 2023
Increasing effect sizes of pairwise conditional independence tests between random vectors
UAI 2023
Conditional Independence Testing with Heteroskedastic Data and Applications to Causal Discovery
NIPS 2022