S. Charles Brubaker

Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data

John Shawe-Taylor, François Laviolette, Mario Marchand, 2007, J. Mach. Learn. Res..

REU Report: The LineMap Cartographer

S. Charles Brubaker, 1999 .

Isotropic PCA and Affine-Invariant Clustering

Santosh S. Vempala, S. Charles Brubaker, S. Vempala, 2008, 2008 49th Annual IEEE Symposium on Foundations of Computer Science.

Extensions of principal components analysis

S. Charles Brubaker, S. Brubaker, 2009 .

Fast Asymmetric Learning for Cascade Face Detection

James M. Rehg, Jianxin Wu, Matthew D. Mullin, 2008, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Random Tensors and Planted Cliques pdf

Santosh S. Vempala, S. Charles Brubaker, 2009, APPROX-RANDOM.

Towards the Optimal Training of Cascades of Boosted Ensembles

James M. Rehg, Jianxin Wu, Matthew D. Mullin, 2006, Toward Category-Level Object Recognition.

Towards Optimal Training of Cascaded Detectors

James M. Rehg, Matthew D. Mullin, S. Charles Brubaker, 2006, ECCV.

Robust PCA and clustering in noisy mixtures

S. Charles Brubaker, S. Brubaker, 2009, SODA.

On the Design of Cascades of Boosted Ensembles for Face Detection

James M. Rehg, Jianxin Wu, Jie Sun, 2008, International Journal of Computer Vision.