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.
IKPLS: improved kernel partial least squares and fast cross- validation algorithms for Python with CPU and GPU implementations using NumPy and JAX
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Improving Improved Kernel PLS
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.