GVU Center / TSRB
85 5th Street N.W.
Atlanta, GA 30332-0760
Phone: 404-385-4228
(if urgent)
Welcome to my webpage. I am a PhD student in the College of Computing here at Georgia Tech advised by Santosh Vempala. Previously, I have worked with Jim Rehg and Frank Dellaert in Computer Vision and Robotics.
Recent Work
Robust PCA and Clustering on Noisy MixturesS. Charles Brubaker
(In submission) pdf (with corrections).
Full version pdf.
Isotropic PCA and Affine-Invariant Clustering
S. Charles Brubaker and Santosh S. Vempala
FOCS 2008 pdf
Publications
Loss Bounds for the Set Covering Machine and Sample-Compression Loss
Bounds for Imbalanced Data
Z. Hussain, F. Laviolette and M. Marchand, J. Shawe-Taylor,
S.C. Brubaker, M.D. Mullin.
Journal of Machine Learning Research, vol. 8, pp. 2533--2549 (2007).
(pdf
)
On the Design of Cascades of Boosted Ensembles for Face Detection
S. C. Brubaker, J. Wu, J. Sun, M. D. Mullin, and J. M. Rehg
Int. J. of Computer Vision, Special Issue on Learning for Vision
Accepted for publication
Towards Optimal Training of Cascade Classifiers
S. C. Brubaker, M. D. Mullin, and J. M. Rehg
European Conference on Computer Vision (ECCV 06), Graz, Austria, May
2006.
(pdf)
