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stat.ML2014★ 13 cited

Feature Selection for Linear SVM with Provable Guarantees

Saurabh Paul, Malik Magdon-Ismail, Petros Drineas

We give two provably accurate feature-selection techniques for the linear SVM. The algorithms run in deterministic and randomized time respectively. Our algorithms can be used in a…