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The PLS package: Principal component and partial least squares regression in r

Mevik, B · 2007 · Journal of Statistical Software · DOI 10.18637/jss.v018.i02

1 Pith paper cite this work, alongside 1,715 external citations. Polarity classification is still indexing.

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Improving Improved Kernel PLS

cs.LG · 2026-07-17 · accept · novelty 6.0

IKPLS Y-loadings can be computed from quantities already available in the same iteration, reducing the asymptotic cost from Θ(KM) to Θ(M) when M=1 or M<K while preserving the outputs exactly in exact arithmetic.

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  • Improving Improved Kernel PLS cs.LG · 2026-07-17 · accept · none · ref 19

    IKPLS Y-loadings can be computed from quantities already available in the same iteration, reducing the asymptotic cost from Θ(KM) to Θ(M) when M=1 or M<K while preserving the outputs exactly in exact arithmetic.