Haipeng Luo
IBM Early Career Chair and Associate Professor of Computer Science
Education
Biography
Haipeng Luo is an assistant professor in the Department of Computer Science at the University of Southern California. He obtained his PhD from Princeton University in 2016 and spent a year at Microsoft Research, NYC as a post-doc researcher afterwards. His research interest is in theoretical and applied machine learning, with a focus on online learning, bandit algorithms, reinforcement learning, and others. He has received several awards over the years, including NSF CAREER award, NSF CRII award, Google Faculty Research Award, best paper awards at ICML'15, NeurIPS'15, and COLT'21, and best student paper award at COLT'18.
Research Summary
My recent research focuses on developing efficient, adaptive, and robust algorithms for problems that require learning with partial information, such as multi-armed bandits, contextual bandits, and reinforcement learning.
Appointments
- Thomas Lord Department of Computer Science
Office
- SAL 216
- Henry Salvatori Computer Science Center
- 941 Bloom Walk, Los Angeles, CA 90089
- USC Mail Code: 0781
Contact Information
- haipengl@usc.edu