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most citedPhysics-guided Deep Markov Models for Learning Nonlinear Dynamical Systems with Uncertainty

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cs.LG2025

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…