Principle of minimizing empirical risk and averaging aggregate functions

DOI10.1007/S10958-021-05256-YOpenAlexW3129637203MaRDI QIDQ1996822

Z. M. Shibzukhov

Publication date: 26 February 2021

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

Full work available at URL: https://doi.org/10.1007/s10958-021-05256-y

zbMATH Keywords

loss functionaggregation functionaveraging functionempirical riskiterative reweighing algorithm

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Asymmetric Least Squares Estimation and Testing
• Aggregation correct operations on algorithms
• High breakdown-point and high efficiency robust estimates for regression
• Aggregation functions based on penalties
• Least Median of Squares Regression
• Robust Statistics
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