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Bin Hu UIUC Bin Hu home Research People Publications Teaching Bin Hu Assistant Professor Department of Electrical and Computer Engineering Coordinated Science Laboratory University of Illinois at Urbana-Champaign binhu7@illinois.edu 145 CSL 1308 W Main St Urbana, IL 61801 About Me I am an assistant professor in the Department of Electrical and Computer Engineering at the University of Illinois at Urbana-Champaign and affiliated with the Coordinated Science Laboratory. My research focuses on building fundamental connections between control and machine learning. Currently I am most interested in System/control tools for certifiable robustness of deep neural networks and large foundation models Generative AI for decision-making and control in complex environments Connections between robust control and reinforcement learning Control-theoretic tools for analysis and design of iterative algorithms in optimization and learning I rece...
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