Representation of quasi‐monotone functionals by families of separating hyperplanes

DOI10.1002/MANA.201500350zbMath1381.46004arXiv1508.05249OpenAlexW2962717026WikidataQ59196374 ScholiaQ59196374MaRDI QIDQ5359087

Ingo Steinwart

Publication date: 22 September 2017

Published in: Mathematische Nachrichten (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1508.05249

zbMATH Keywords

Hahn-Banach theoremriskquasi-monotone functionrisk minimization in machine learning

Mathematics Subject Classification ID

Theorems of Hahn-Banach type; extension and lifting of functionals and operators (46A22) Applications of functional analysis in optimization, convex analysis, mathematical programming, economics (46N10) Applications of functional analysis in probability theory and statistics (46N30) Convexity of real functions of several variables, generalizations (26B25)

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