Guangliang Chen, Visiting Assistant Professor

Contact Info:

Office Location:	222 Physics
Office Phone:	919-660-2878
Email Address:
Web Page:	http://www.math.duke.edu/~glchen

Education:

PhD	University of Minnesota	2009
BS	University of Science & Technology of China	2003

Specialties:

Applied Math

Research Interests: analysis of high-dimensional data, machine learning

Current projects: geometric wavelets, multi-manifold modeling

Areas of Interest:

multiscale analysis
sparse representation of manifolds
statistical analysis of high dimensional data
multi-manifold modeling

Representative Publications   (More Publications)

1. G. Chen and G. Lerman, Spectral Curvature Clustering (SCC), International Journal of Computer Vision, vol. 81 (2009), pp. 317-330 [pdf]
2. G. Chen and G. Lerman, Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling, Foundations of Computational Mathematics (2009) [pdf]