Homepage of Guobiao Mei

Guobiao Mei

Starting in October 2008, I will be working at Google Inc., Santa Monica Office as a software engineer.

Ph.D. (September 2003 - August 2008): Department of Computer Science & Engineering, University of California, Riverside, CA 92521, USA
B.E. (September 1999 - June 2003): College of Computer Science, Zhejiang University, Hangzhou, Zhejiang 310027, China

My research interests are in the areas of machine learning, specifically graphical models and approximate inference.

Research assistant in Riverside Lab for Artificial Intelligence Research
Advisor: Dr. Christian R. Shelton
Activities:
- Filtering and visualization of collaborative data: prediction, grouping and graphical browsing.
- Graphical models, loopy belief propagation, expectation maximization, expectation propagation, and Markov chain Monte Carlo methods.
- Embedding images using nonparametric statistics.

Guobiao Mei (2008). "Dimensionality Reduction Algorithms With Applications to Collaborative Data and Images." Doctoral dissertation, University of California at Riverside.		bib/abs
Guobiao Mei and Christian R. Shelton (2008). "Unsupervised Image Embedding Using Nonparametric Statistics." Proceedings of the Nineteenth International Conference on Pattern Recognition, to appear.		bib/abs
Guobiao Mei and Christian R. Shelton (2006). "Visualization of Collaborative Data." Proceedings of the Twenty-Second International Conference on Uncertainty in Artificial Intelligence (pp. 341-348).		bib/abs
Titus Winters, Christian Shelton, Tom Payne and Guobiao Mei (2005). "Topic Extraction from Item-Level Grades." AAAI-05 Workshop on Educational Data Mining.

Software Engineer Intern (Summer 2007): AdSpam & Fraud team, Google Inc., Mountain View, CA 94043, USA

Last modified: August 30, 2008.