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Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient
  Architecture for Nonlinear Function Approximation

Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation

12 May 2024
SS Sidharth
Keerthana AR
R. Gokul
Anas KP
ArXivPDFHTML

Papers citing "Chebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation"

10 / 10 papers shown
Title
Anant-Net: Breaking the Curse of Dimensionality with Scalable and Interpretable Neural Surrogate for High-Dimensional PDEs
Anant-Net: Breaking the Curse of Dimensionality with Scalable and Interpretable Neural Surrogate for High-Dimensional PDEs
Sidharth S. Menon
Ameya D. Jagtap
PINN
37
0
0
06 May 2025
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network
TabKAN: Advancing Tabular Data Analysis using Kolmogorov-Arnold Network
Ali Eslamian
Alireza Afzal Aghaei
Qiang Cheng
LMTD
73
0
0
09 Apr 2025
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks
Low Tensor-Rank Adaptation of Kolmogorov--Arnold Networks
Yihang Gao
Michael K. Ng
Vincent Y. F. Tan
66
0
0
17 Feb 2025
STAF: Sinusoidal Trainable Activation Functions for Implicit Neural Representation
STAF: Sinusoidal Trainable Activation Functions for Implicit Neural Representation
Alireza Morsali
MohammadJavad Vaez
Hossein Soltani
A. Kazerouni
Babak Taati
Morteza Mohammad-Noori
76
1
0
02 Feb 2025
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions
SineKAN: Kolmogorov-Arnold Networks Using Sinusoidal Activation Functions
Eric A. F. Reinhardt
P. R. Dinesh
S. Gleyzer
58
11
0
28 Jan 2025
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning
Residual Kolmogorov-Arnold Network for Enhanced Deep Learning
Ray Congrui Yu
Sherry Wu
Jiang Gui
30
1
0
07 Oct 2024
Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed
  Neural Networks
Sinc Kolmogorov-Arnold Network and Its Applications on Physics-informed Neural Networks
Tianchi Yu
Jingwei Qiu
Jiang Yang
Ivan V. Oseledets
18
2
0
05 Oct 2024
On the expressiveness and spectral bias of KANs
On the expressiveness and spectral bias of KANs
Yixuan Wang
Jonathan W. Siegel
Ziming Liu
Thomas Y. Hou
30
9
0
02 Oct 2024
KAN or MLP: A Fairer Comparison
KAN or MLP: A Fairer Comparison
Runpeng Yu
Weihao Yu
Xinchao Wang
28
39
0
23 Jul 2024
rKAN: Rational Kolmogorov-Arnold Networks
rKAN: Rational Kolmogorov-Arnold Networks
Alireza Afzal Aghaei
29
18
0
20 Jun 2024
1