MULTIVARIATE CALIBRATION WITH SUPPORT VECTOR REGRESSION BASED ON RANDOM PROJECTION

DOI10.1142/S0219691312500567zbMath1407.62224OpenAlexW2008316274MaRDI QIDQ4910875

Jiangtao Peng, Shouyin Chen

Publication date: 13 March 2013

Published in: International Journal of Wavelets, Multiresolution and Information Processing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0219691312500567

zbMATH Keywords

partial least squaresrandom projectionmultivariate calibrationsupport vector regression

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Linear regression; mixed models (62J05)

Cites Work

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• Database-friendly random projections: Johnson-Lindenstrauss with binary coins.
• On the mathematical foundations of learning
• THE COEFFICIENT REGULARIZED REGRESSION WITH RANDOM PROJECTION
• Extensions of Lipschitz mappings into a Hilbert space

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