New bounds for soft margin estimator via concavity of Gaussian weighting function

DOI10.1186/s13662-020-03103-zzbMath1487.26056OpenAlexW3098159531MaRDI QIDQ2144113

Hidayat Ullah, Muhammad Adil Khan, Josip E. Pečarić

Publication date: 1 June 2022

Published in: Advances in Difference Equations (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1186/s13662-020-03103-z

zbMATH Keywords

Jensen inequalityconcave functionGaussian weighting functionJaccard similarity functionsoft margin estimator

Mathematics Subject Classification ID

Ordinary differential equations and systems with randomness (34F05) Inequalities for sums, series and integrals (26D15) Convexity of real functions in one variable, generalizations (26A51) Other analytical inequalities (26D20)

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Refinements of Jensen's inequality via majorization results with applications in the information theory ⋮ A new approach for the derivation of bounds for the Jensen difference ⋮ Some estimations of the Jensen difference and applications

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