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IKPLS algorithms are among the fastest PLS calibration methods. This work improves two key steps: computing X rotations and Y loadings. Impact on calibration speed is unclear without benchmarks.
“arXiv:2607.16138v1 Announce Type: new Abstract: Improved Kernel Partial Least Squares (IKPLS) algorithms 1 and 2 are among the fastest PLS calibration algorithms. This article focuses on two shared steps, the computation of the $\mathbf{X}$…”
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CATEGORY
Research
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ENTITY
Improved Kernel Partial Least Squares, IKPLS
DECISION
Automated · no editorial override
LAST OBSERVED
Aug 5, 2026