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JOURNALS // News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences // Archive

News of the Kabardin-Balkar scientific center of RAS, 2017 Issue 6-2, Pages 244–248 (Mi izkab241)

COMPUTER SCIENCE. CALCULATION EQUIPMENT. MANAGEMENT

Minimization of some robast summs of parametrized functions

Z. M. Shibzukhov

Institute of Applied Mathematics and Automation – branch of the FSBSE «Federal Scientific Center “Kabardin-Balkar Scientific Center of the Russian Academy of Sciences” 360000, KBR, Nalchik, Shortanov street, 89-a

Abstract: A robust approach to the construction of machine learning algorithms is considered, based on minimization of robust finite sums of parametrized functions. It is based on the application of finite robust differentiable aggregating summation functions that are stable against emissions.

Keywords: aggregating function, parameterized functions, robust sum, emissions.

UDC: 519.7

Received: 24.11.2017



© Steklov Math. Inst. of RAS, 2024