Minimizing robust estimates of sums of parameterized functions

DOI10.1007/S10958-022-05689-ZzbMath1482.68205OpenAlexW4206964420MaRDI QIDQ2667873

Z. M. Shibzukhov

Publication date: 2 March 2022

Published in: Journal of Mathematical Sciences (New York) (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10958-022-05689-z

zbMATH Keywords

neural networkrobust algorithmaveraging aggregation functioniterative reweighing

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

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• Asymmetric Least Squares Estimation and Testing
• Minimizing finite sums with the stochastic average gradient
• High breakdown-point and high efficiency robust estimates for regression
• On the principle of empirical risk minimization based on averaging aggregation functions
• Aggregation functions based on penalties
• Derivative-free optimization and neural networks for robust regression
• Least Median of Squares Regression
• Robust Statistics

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