Caroline Uhler
Scholar

Caroline Uhler

Google Scholar ID: dIJFcaoAAAAJ
Massachusetts Institute of Technology
mathematical statistics (graphical modelscausal inferencealgebraic statistics)computational biology (gene regulationchro
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Citations & Impact
All-time
Citations
5,058
 
H-index
39
 
i10-index
85
 
Publications
20
 
Co-authors
0
 
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No contact links provided.
Publications
9 items
CountsDiff: A Diffusion Model on the Natural Numbers for Generation and Imputation of Count-Based Data
2026
Cited
0
On the Number of Conditional Independence Tests in Constraint-based Causal Discovery
2026
Cited
0
Latent Causal Diffusions for Single-Cell Perturbation Modeling
arXiv.org · 2026
Cited
1
Causal Structure and Representation Learning with Biomedical Applications
2025
Cited
0
Probabilistic Factorial Experimental Design for Combinatorial Interventions
2025
Cited
0
BindEnergyCraft: Casting Protein Structure Predictors as Energy-Based Models for Binder Design
2025
Cited
0
Meta-Dependence in Conditional Independence Testing
2025
Cited
0
No Foundations without Foundations -- Why semi-mechanistic models are essential for regulatory biology
2025
Cited
0
Resume (English only)
Co-authors
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Co-authors: 0 (list not available)