Scholar
Caroline Uhler
Google Scholar ID: dIJFcaoAAAAJ
Massachusetts Institute of Technology
mathematical statistics (graphical models
causal inference
algebraic statistics)
computational biology (gene regulation
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Citations & Impact
All-time
Citations
5,058
H-index
39
i10-index
85
Publications
20
Co-authors
0
Publications
12 items
FiGuRO: Intrinsic Dimension Estimation for Multi-Modal Data
2026
Cited
0
MultiLoReFT: Decoupling Shared and Modality-Specific Subspaces in Multimodal Learning via Low-Rank Representation Fine-Tuning
2026
Cited
0
Relaxing Faithfulness with Intervention-Only Causal Discovery
2026
Cited
0
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
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