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Masaya Nakata

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#machine learning Open access Sep 2026

Kolmogorov-Arnold Classifier Systems as Universal Approximators

The proposed Kolmogorov-Arnold Classifier System (KACS) decomposes the target function into one-dimensional subproblems and assigns a dedicated ruleset to each, reducing the worst-case rule count from $\mathcal{O}(m^n)$ to $\mathcal{O}(mn^2)$ and replacing $n$-dimensional local models with one-dimensional models requir...

Hiroki Shiraishi, H. Ishibuchi, Masaya Nakata · 0 citations

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