Constrained Regularized Regression Model Search in Large Sets of Regressors. - Olga Krasotkina; Michael Markov; Vadim Mottl; Ilya Pugach; Dmitry Babichev; Alexey Morozov (MLDM (2), 2018)

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 (MLDM (1), 2019)