On the Convergence of (Stochastic) Gradient Descent for Kolmogorov--Arnold Networks

Yihang Gao, Vincent Y. F. Tan

Kolmogorov--Arnold Networks (KANs), a recently proposed neural network architecture, have gained significant attention in the deep learning community, due to their potential as a v…