Faculty

Yisong Yue

Yisong Yue

Professor of Computing and Mathematical Sciences

Degrees and Appointments

B.S., University of Illinois, 2005; Ph.D., Cornell University, 2010. Assistant Professor, Caltech, 2014-20; Professor, 2020-.

Assistant(s)

Research Group Matters
Alma Rangel-Fuentes
Annenberg IST Center
626-395-4560
arangelf@caltech.edu

Research Group Website » Personal Website »

Research Overview

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. 

List of Research Areas

Machine Learning

Artificial Intelligence

EAS News about Yisong Yue

  • Myra Cheng and Saehui Hwang Tapped for Stanford Scholarship Program »
  • Rapid Adaptation of Deep Learning Teaches Drones to Survive Any Weather »
  • Zihui (Ray) Wu Wins Best Paper Award at ML4Health Conference »

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