Consistency of coefficient-based spectral clustering with image-regularizer

DOI10.1016/J.MCM.2012.06.025zbMath1305.62227OpenAlexW2013524267MaRDI QIDQ2256402

Yun-Long Feng, Shao-Gao Lv

Publication date: 19 February 2015

Published in: Mathematical and Computer Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mcm.2012.06.025

zbMATH Keywords

learning theoryreproducing kernel Hilbert spacescovering numbercoefficient regularizationregularized spectral clusteringsparse property

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Ridge regression; shrinkage estimators (Lasso) (62J07) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

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