Jennifer Chayes

About

Jennifer Chayes is Associate Provost of Computing, Data Science, and Society at UC Berkeley, as well as a professor in four UC Berkeley departments.

She was at Microsoft Research (MSR) for 23 years, where she co-founded and led three interdisciplinary labs: Microsoft Research New England, New York City, and Montreal. She has received numerous awards for both leadership and scientific contributions, including the Anita Borg Institute Women of Vision Leadership Award, the John von Neumann Lecture Award of the Society for Industrial and Applied Mathematics (the highest honor of SIAM), election to the American Academy of Arts and Sciences and the National Academy of Sciences, and an honorary doctorate from Leiden University. Her research areas include phase transitions in computer science, structural and dynamical properties of networks including graph algorithms, and applications of machine learning. Chayes is one of the inventors of the field of graphons, which are widely used for the machine learning of large-scale networks. Her recent work focuses on machine learning, including applications in cancer immunotherapy, ethical decision making, and climate change.