Concepedia

Caroline Uhler

CU

Statistics

Publications

57

Citations

2.9K

H-Index

25

Active since

2008

Affiliations

Massachusetts Institute of Technology(Current)

Broad Institute

Decision Systems (United States)

Institute of Science and Technology Austria

Caroline Uhler is an author at Massachusetts Institute of Technology specializing in computing, computer science, and machine learning.

Publications per year

2008–2025

57

Publications

57

A Complete Neandertal Mitochondrial Genome Sequence Determined by High-Throughput Sequencing

Richard E. Green, Anna‐Sapfo Malaspinas, Johannes Krause et al. · Cell · 2008 · 620 citations · Full text

Life Sciences, Genetics, Molecular Genetics +14

Multi-domain translation between single-cell imaging and sequencing data using autoencoders

Karren Yang, Anastasiya Belyaeva, Saradha Venkatachalapathy et al. · Nature Communications · 2021 · 167 citations · Full text

Life Sciences, Bioinformatics, Cell Biology +16

Geometry of the faithfulness assumption in causal inference

Caroline Uhler, Garvesh Raskutti, Peter Bühlmann et al. · The Annals of Statistics · 2013 · 159 citations · Full text

Natural Sciences, Computer Science, Mathematics +11

Multiscale simulations of complex systems by learning their effective dynamics

Pantelis R. Vlachas, Georgios Arampatzis, Caroline Uhler et al. · Nature Machine Intelligence · 2022 · 146 citations

Engineering, Computational Engineering, Systems Engineering +13

Scalable privacy-preserving data sharing methodology for genome-wide association studies

Fei Yu, Stephen E. Fienberg, Aleksandra Slavković et al. · Journal of Biomedical Informatics · 2014 · 141 citations · Full text

Life Sciences, Bioinformatics, Genetics +14

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