On the Rate of Convergence of Kolmogorov-Arnold Network Regression Estimators

Wei Liu, Eleni Chatzi, Zhilu Lai

Kolmogorov-Arnold Networks (KANs) approximate multivariate functions by composing univariate transformations through additive or multiplicative aggregation. We establish convergenc…