Paul, Saurabh

4 publications

NeurIPS 2015 Column Selection via Adaptive Sampling Saurabh Paul, Malik Magdon-Ismail, Petros Drineas

AISTATS 2015 Feature Selection for Linear SVM with Provable Guarantees Saurabh Paul, Malik Magdon-Ismail, Petros Drineas

ECML-PKDD 2014 Deterministic Feature Selection for Regularized Least Squares Classification Saurabh Paul, Petros Drineas

AISTATS 2013 Random Projections for Support Vector Machines Saurabh Paul, Christos Boutsidis, Malik Magdon-Ismail, Petros Drineas