Caroline Uhler
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Henry L. and Grace Doherty Associate Professor (with tenure since 09/2020)
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About
Caroline Uhler is the Henry L. and Grace Doherty Associate Professor at the Massachusetts Institute of Technology, where she has held tenure since September 2020. Her research focuses on the intersection of machine learning and biology, particularly in areas such as dependency quantification in scientific datasets, gene regulation linkages, and protein localization prediction. Uhler has contributed to advancements in representation learning for chromatin images and has explored causal discovery methodologies in biological systems.
Recent Grants
Grant: Close
Causal Experimentation and Modeling with Uncertain Disease Labels
Open Date: 2019-01-01
Close Date: 2021-01-01
Grant: Close
Simons Investigator in the Mathematical Modeling of Living Systems
Open Date: 2019-01-01
Close Date: 2024-01-01
Grant: Close
Novel systems biology tools for improving crop tolerance to abiotic stressors
Open Date: 2018-01-01
Close Date: 2020-01-01
Grant: Close
Exploratory: Statistical Learning Theory of Complex Causal Models with Interventions
Open Date: 2018-01-01
Close Date: 2020-01-01
Grant: Close
Robust Causal Methodology for Planning and Learning from Interventions in the Face of Uncertainty
Open Date: 2018-01-01
Close Date: 2021-01-01
Articles (18)
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Collaborators (2)
Kaie Kubjas
Aalto University
Puneet Batra
Broad Institute
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