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stat.ML2011
BSVM: A Banded Suport Vector Machine
Gautam V. Pendse
We describe a novel binary classification technique called Banded SVM (B-SVM). In the standard C-SVM formulation of Cortes et al. (1995), the decision rule is encouraged to lie in…
stat.ML2010
PMOG: The projected mixture of Gaussians model with application to blind source separation
Gautam V. Pendse
We extend the mixtures of Gaussians (MOG) model to the projected mixture of Gaussians (PMOG) model. In the PMOG model, we assume that q dimensional input data points z_i are projec…