Research Interests

​Machine learning theory

Impact of approximation on learning algorithms, especially discrepancy bounds between approximate and accurate learning, for kernel learning and deep learning

Large scale machine learning

Large scale matrix analysis/approximation

Scalable model selection criteria and algorithms of statistical guarantees for kernel learning and deep learning


Education Profile

​Ph.D., Computer Application Technology, School of Computer Science and Technology, Tianjin University, Tianjin, China, 2016. B.Sc., Computer Science and Technology, School of Computer Science and Technology, Tianjin University, Tianjin, China, 2009.


Awards

​2014 National Scholarship for Ph.D. Students, China