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Caroline Uhler is an esteemed researcher in machine learning foundations and its applications in biological contexts. She focuses on integrating various data modalities to infer causal relationships, particularly in the biological sciences. Her research has contributed significant advancements in understanding regulatory circuits that govern cellular programs and their implications for health and disease. Uhler has developed innovative methods and algorithms that aim to uncover complex interactions within biological systems. Her work is recognized for its impact on both theoretical development in machine learning and practical applications in biomedicine.
Uhler Lab • Cambridge, MA
Leading research focused on machine learning methods and their applications in understanding complex biological systems.