2025
Reduced Effectiveness of Kolmogorov-Arnold Networks on Functions with Noise
ICASSP 2025accepted
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 evaluate the performance when noise is added to the dataset. We propose an oversampling technique combined with denoising…