On numerical optimization theory of infinite kernel learning

DOI10.1007/s10898-009-9488-xzbMath1198.90377OpenAlexW2016352909MaRDI QIDQ708898

D. Kharzeev

Publication date: 15 October 2010

Published in: Journal of Global Optimization (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10898-009-9488-x

zbMATH Keywords

discretizationtriangulationsupport vector machinescontinuous optimizationinfinite programmingconceptual reductionexchange method

Mathematics Subject Classification ID

Computational learning theory (68Q32) Semi-infinite programming (90C34)

Related Items (5)

Foundations of semialgebraic gene-environment networks ⋮ Recent contributions to linear semi-infinite optimization ⋮ Comments on: Stability in linear optimization and related topics. A personal tour ⋮ Cooperative games under bubbly uncertainty ⋮ Recent contributions to linear semi-infinite optimization: an update

Uses Software

• SHOGUN
• LIBSVM

Cites Work

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• Pattern analysis for the prediction of fungal pro-peptide cleavage sites
• Nonlinear optimization in finite dimensions. Morse theory, Chebyshev approximation, transversality, flows, parametric aspects
• Semi-Infinite Programming: Theory, Methods, and Applications
• Solving generalized semi-infinite programs by reduction to simpler problems

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