Kevin M. Carter

Graduate Research Assistant

University of Michigan

Department of Electrical Engineering and Computer Science: Systems

1301 Beal Avenue

Ann Arbor, MI 48109

kmcarter AT umich DOT edu

Research Interests: Statistical Signal Processing, Manifold Learning, Pattern Recognition

Advisor: Alfred O. Hero, III

Publications:

• Kevin M. Carter, Raviv Raich, and Alfred O. Hero III, "FINE: Information Embedding for Document Classification," Proc. of 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing, Las Vegas, NV. April, 2008. (.pdf)

• Kevin M. Carter and Alfred O. Hero III, "Variance Reduction with Neighborhood Smoothing for Local Intrinsic Dimension Estimation,” in Proc. of 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing, Las Vegas, NV. April, 2008. (.pdf)

• Chris Kreucher and Kevin M. Carter, "An Information Theoretic Approach to Processing Management," Proc. of 2008 IEEE International Conference on Acoustics, Speech, and Signal Processing, Las Vegas, NV. April, 2008. (.pdf)

• Kevin M. Carter, Raviv Raich and Alfred O. Hero, "De-biasing local dimension estimation," IEEE Workshop on Stat. Sig. Processing (SSP), 2007. (.pdf)

• Kevin M. Carter, Raviv Raich and Alfred O. Hero, "Learning on statistical manifolds for clustering and visualization," Proc. of 45^th Annual Allerton Conference on Communication, Control, and Computing, Sept. 2007. (.pdf)

Invited Talks

• Kevin M. Carter, "Learning on statistical manifolds for clustering and visualization," 45^th Annual Allerton Conference on Communication, Control, and Computing, Sept. 2007.