Xiaomin Zhang

Address: University of Wisconsin Madison, Department of Computer Sciences,
1210 W. Dayton St. Madison, WI 53706.


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Biography and Research Interests

I am a third-year PhD candidate in CS Department at UW-Madison. I'm very honored to be advised by Professor Po-Ling Loh. I am interested in the intersection of statistics, machine learning and optimization.

I finished my Master's degree in CS Department, UW-Madison as well. I received my Bachelor's degree from Honors College of Beihang University (BUAA). My major was control theory and I got a second degree in Math.

Publications

Xiaomin Zhang, Xiaojin Zhu, Po-Ling Loh. Theoretical support of machine learning debugging via weighted M-estimation. Submitted, 2019.

Xiaomin Zhang, Haibin Duan, Chen Yang [Best Paper Award]. Pigeon-Inspired Optimization Approach to Multiple UAVs Formation Reconfiguration Controller Design. Proceedings of 2014 IEEE Chinese Guidance, Navigation and Control Conference, 8-10 August 2014, Yantai, China, pp.2707-2712.

Course Projects

Lower PAC bound on Upper Confidence Bound-based Q-learning with examples. [pdf]

Low Resolution Facial Landmark Detection with Improved Convolutional Neural Network. [pdf]

Image Inpainting via Sparse Representation over Online Dictionary. [pdf]

Patents

Zhang X.; Chen Y.; Li G.; Sun X.; Lin W.; Liu L.; Ma K.; Xuan Z.; Zhao Y.; Predition-based System and Method For Trajectory Planning of Autonomous Vehicles, 2019, WO2019051511, March 14, 2019.

Zhang X.; Chen Y.; Li G.; Sun X.; Lin W.; Liu L.; Ma K.; Xuan Z.; Zhao Y.; Predition-based System and Method For Trajectory Planning of Autonomous Vehicles, 2019, WO2019060927, March 28, 2019.