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most citedAsymptotic Properties for Bayesian Neural Network in Besov Space

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stat.ML2026

Posterior Contraction Rates for Sparse Kolmogorov-Arnold Networks in Anisotropic Besov Spaces

Jeunghun Oh, Kyeongwon Lee, Jaeyong Lee +1

We study posterior contraction rates for sparse Bayesian Kolmogorov-Arnold networks (KANs) over anisotropic Besov spaces, providing a statistical foundation of KANs from a Bayesian…