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Dylan Foster Dylan Foster I am a principal researcher at Microsoft Research, New England (and New York City ) , where I am a member of the Reinforcement Learning Group . Previously, I was a postdoctoral fellow at the MIT Institute for Foundations of Data Science , and prior to this I received my PhD from the Department of Computer Science at Cornell University (2019), advised by Karthik Sridharan . I received my BS and MS in electrical engineering from the University of Southern California in 2014. I work on theory for machine learning. Research My research lies at the intersection of machine learning and decision making, including data-driven reinforcement learning and control, contextual bandits, and statistical learning in causal/counterfactual settings. I am interested in uncovering new algorithmic principles and fundamental limits for data-driven decision making, with themes including: Sample efficiency. What features of a class of mo...
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