Yanina Shkel (postdoc, co-advised with Sergio Verdú), now Scientist at EPFL.Naci Saldi (postdoc, co-advised with Tamer Başar), now Assistant Professor of Natural and Mathematical Sciences at Ozyegin University, Turkey.2018 thesis title "Robustness and generalization guarantees for statistical learning of generative models"), now Postdoctoral Researcher at KAIST, South Korea 2019 thesis title "Rationally inattentive decision-making: Bayesian decision-making with information choice"), now at WalMart Labs I used to maintain a research blog, The Information Structuralist Graduate students Complete list of publications (by year).Much of my recent research is motivated by fundamental questions in modeling, learning, and simulation of nonlinear dynamical systems, with applications to advanced electronics, autonomy, artificial intelligence, and quantum information science. Research My interests cover probability and stochastic processes, deterministic and stochastic control, machine learning, optimization, and information theory. Illinois Institute for Data Science and Dynamical SystemsĬenter for Advanced Electronics through Machine Learning University of Illinois at Urbana-Champaign Department of Electrical and Computer Engineering
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