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Yisong Yue's research interests primarily lie in the theory and application of statistical machine learning. He is particularly focused on developing novel methods for interactive and structured machine learning. His previous work has encompassed a range of applications including information retrieval, recommender systems, text classification, learning rich user interfaces, and analyzing implicit human feedback. He has also explored methods in clinical therapy, tutoring systems, data-driven animation, behavior analysis, sports analytics, experimental design in science, as well as learning optimization, policy learning in robotics, and adaptive planning and allocation problems.
California Institute of Technology • Pasadena, CA
Taught and conducted research in statistical machine learning.
California Institute of Technology • Pasadena, CA
Directed research and taught courses related to statistical machine learning and its applications.
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