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SIMPLS: An alter- native approach to partial least squares regression

de Jong, S · 1993 · Chemometrics and Intelligent Laboratory Systems · DOI 10.1016/0169-7439(93)85002-x

1 Pith paper cite this work, alongside 1,907 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 16

    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.