Linear complexity algorithms for high dimensional SVM and regression problems with smart sparse regularization

Vadim Mottl, Olga Krasotkina, Valentina Sulimova, Alexey Morozov, Ilya Pugach, Alexander Tatarchuk. Linear complexity algorithms for high dimensional SVM and regression problems with smart sparse regularization. In Petra Perner, editor, Machine Learning and Data Mining in Pattern Recognition, 15th International Conference on Machine Learning and Data Mining, MLDM 2019, New York, NY, USA, July 20-25, 2019, Proceedings, Volume I. pages 412-430, ibai publishing, 2019.

Abstract

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