Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise

Haoran Shen, Chen Zeng, Jiahui Wang +1

It has been observed that even a small amount of noise introduced into the dataset can significantly degrade the performance of KAN. In this brief note, we aim to quantitatively ev…