Nan Lu
Postdoctoral Fellow
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Foundations of Machine Learning Systems
Research group at the University of Tübingen focusing on foundational questions in machine learning. Bob Williamson
Prehistory of Bob
Charlotte Wenner
Armando Cabrera
Postdoctoral Fellow
Assessing AI Fairness in Finance
McCalman, Lachlan, Daniel Steinberg, Grace Abuhamad, Marc-Etienne Brunet, Robert C Williamson, and Richard Zemel. 2022. “Assessing AI Fairness in Finance”. Computer 55 (1): 94-97.
Information Processing Equalities and the Information-Risk Bridge
Williamson, Robert C, and Zac Cranko. 2024. “Information Processing Equalities and the Information-Risk Bridge”. Journal of Machine Learning Research.
Fairness and Randomness in Machine Learning: Statistical Independence and Relativization
Derr, Rabanus, and Robert C Williamson. 2024. “Fairness and Randomness in Machine Learning: Statistical Independence and Relativization”. The New England Journal of Statistics in Data Science .