High-Performance Solution of the Two-Class SVM Problem for Big Data Sets by the Mean Decision Rule Method. - Mikhail Kurbakov; Alexandra Makarova; Valentina Sulimova (RuSCDays, 2019)

Mean Decision Rules Method with Smart Sampling for Fast Large-Scale Binary SVM Classification. - Alexandra Makarova; Mikhail Kurbakov; Valentina Sulimova (ICPR, 2020)