Convergence rate of kernel canonical correlation analysis

DOI10.1007/s11425-011-4245-2zbMath1234.68335OpenAlexW1972193544MaRDI QIDQ659987

Jia Cai, Hongwei Sun

Publication date: 24 January 2012

Published in: Science China. Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11425-011-4245-2

zbMATH Keywords

canonical correlation analysiscovariance operatorRKHS

Mathematics Subject Classification ID

Measures of association (correlation, canonical correlation, etc.) (62H20) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (9)

Kernel-based conditional canonical correlation analysis via modified Tikhonov regularization ⋮ A new randomized Kaczmarz based kernel canonical correlation analysis algorithm with applications to information retrieval ⋮ Efficient kernel canonical correlation analysis using Nyström approximation ⋮ Learning performance of uncentered kernel-based principal component analysis ⋮ Constrained ERM Learning of Canonical Correlation Analysis: A Least Squares Perspective ⋮ Statistical performance of optimal scoring in reproducing kernel Hilbert spaces ⋮ Estimations of singular functions of kernel cross-covariance operators ⋮ Simultaneous estimations of optimal directions and optimal transformations for functional data ⋮ KERNEL METHODS FOR INDEPENDENCE MEASUREMENT WITH COEFFICIENT CONSTRAINTS

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