Professor of Computing and Mathematical Sciences
B.S., University of Illinois, 2005; Ph.D., Cornell University, 2010. Assistant Professor, Caltech, 2014-20; Professor, 2020-.
Research interests: machine learning, artificial intelligence
Yisong Yue's research interests lie primarily in the theory and application of statistical machine learning. He is particularly interested in developing novel methods for interactive machine learning and structured machine learning. In the past, his research has been applied to information retrieval, recommender systems, text classification, learning from rich user interfaces, analyzing implicit human feedback, clinical therapy, tutoring systems, data-driven animation, behavior analysis, sports analytics, experiment design for science, learning to optimize, policy learning in robotics, and adaptive planning & allocation problems.
Undergraduate Fellowship Winner Will Study Artificial Intelligence and Machine-learning Applications for Health CareRead more news ＞
CS/CNS/EE/IDS 159 – Advanced Topics in Machine Learning
CMS/CS/CNS/EE/IDS 155 – Machine Learning & Data Mining