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PLS regression meth- ods

H¨ oskuldsson, A · 1988 · Journal of Chemometrics · DOI 10.1002/cem.1180020306

1 Pith paper cite this work, alongside 1,872 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 14

    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.