JENNIFER CHAYES

Microsoft Research Montreal, NYC and New England

 
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Jennifer Chayes is Technical Fellow and Managing Director of Microsoft Research New England, New York City, and Montreal. She was previously a Professor of Mathematics at the University of California, Los Angeles. She is the author of over 140 academic papers and the inventor of over 30 patents. Her research areas include: phase transitions in computer science, structural and dynamical properties of networks, graph theory, graph algorithms, and computational biology. 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, broadly defined, including applications in cancer immunotherapy, ethical decision making, and, most recently, climate change. Chayes is a Fellow of the American Association for the Advancement of Science, the Fields Institute, the Association for Computing Machinery, the American Mathematical Society, and the American Academy of Arts and Sciences. Chayes has received numerous leadership awards including the Anita Borg Institute Women of Vision of Award and the Mass Technology Leadership Council Distinguished Leader Award. She is the winner of the 2015 John von Neumann Lecture Award, the highest honor of the Society for Industrial and Applied Mathematics. Chayes received an Honorary Doctorate from Leiden University in 2016.

AI Conference Talk
Machine Learning in Cancer Immunotherapy