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M. Poluektov

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#machine learning Preprint Sep 2026

Multivariate quantile regression via Kolmogorov-Arnold Networks

This paper introduces a novel algorithm for predicting conditional joint distributions of vector-valued targets in stochastic systems whose randomness is intrinsic rather than arising from observation errors or additive noise. Multivariate quantile regression also involves modeling conditional joint distributions but r...

A. Polar, M. Poluektov · 0 citations

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