Towards the Optimal Training of Cascades of Boosted Ensembles. - S. Charles Brubaker; Jianxin Wu 001; Jie Sun 004; Matthew D. Mullin; James M. Rehg (Toward Category-Level Object Recognition, 2006)

Towards Optimal Training of Cascaded Detectors. - S. Charles Brubaker; Matthew D. Mullin; James M. Rehg (ECCV (1), 2006)

Revised Loss Bounds for the Set Covering Machine and Sample-Compression Loss Bounds for Imbalanced Data. - Zakria Hussain; François Laviolette; Mario Marchand; John Shawe-Taylor; S. Charles Brubaker; Matthew D. Mullin (J. Mach. Learn. Res., 2007)

Isotropic PCA and Affine-Invariant Clustering. - S. Charles Brubaker; Santosh S. Vempala (FOCS, 2008)

On the Design of Cascades of Boosted Ensembles for Face Detection. - S. Charles Brubaker; Jianxin Wu 001; Jie Sun 004; Matthew D. Mullin; James M. Rehg (Int. J. Comput. Vis., 2008)

Fast Asymmetric Learning for Cascade Face Detection. - Jianxin Wu 001; S. Charles Brubaker; Matthew D. Mullin; James M. Rehg (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Random Tensors and Planted Cliques. - S. Charles Brubaker; Santosh S. Vempala (APPROX-RANDOM, 2009)

Robust PCA and clustering in noisy mixtures. - S. Charles Brubaker (SODA, 2009)

Extensions of principal components analysis. - S. Charles Brubaker (2009)