On the expressiveness and spectral bias of KANs

On the expressiveness and spectral bias of KANs

2 October 2024

Yixuan Wang

Jonathan W. Siegel

Ziming Liu

Thomas Y. Hou

Papers citing "On the expressiveness and spectral bias of KANs"

5 / 5 papers shown

Title
Kolmogorov-Arnold Networks: Approximation and Learning Guarantees for Functions and their Derivatives Anastasis Kratsios Takashi Furuya 17 0 0 21 Apr 2025
Enhancing Physics-Informed Neural Networks with a Hybrid Parallel Kolmogorov-Arnold and MLP Architecture Zuyu Xu Bin Lv 34 0 0 30 Mar 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks Yihang Gao Michael K. Ng Vincent Y. F. Tan 66 0 0 17 Feb 2025
A Comprehensive Survey on Kolmogorov Arnold Networks (KAN) Yuntian Hou Di zhang AI4CE 18 26 0 13 Jul 2024
KAN: Kolmogorov-Arnold Networks Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson Marin Soljacic Thomas Y. Hou Max Tegmark 52 444 0 30 Apr 2024