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Addressing common misinterpretations of KART and UAT in neural network literature
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Addressing common misinterpretations of KART and UAT in neural network literature

Vugar Ismailov
    HAI
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Papers citing "Addressing common misinterpretations of KART and UAT in neural network literature"

12 / 12 papers shown
Title
Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis
Kolmogorov-Arnold Networks (KAN) for Time Series Classification and Robust Analysis
Chang Dong
Liangwei Nathan Zheng
Weitong Chen
AI4TS
51
16
0
14 Aug 2024
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning
Roman Bresson
Giannis Nikolentzos
G. Panagopoulos
Michail Chatzianastasis
Jun Pang
Michalis Vazirgiannis
122
51
0
26 Jun 2024
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition
Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition
Mengxi Liu
Daniel Geißler
Dominique Nshimyimana
Sizhen Bian
Bo Zhou
Paul Lukowicz
57
11
0
16 Jun 2024
Minimum number of neurons in fully connected layers of a given neural network (the first approximation)
Minimum number of neurons in fully connected layers of a given neural network (the first approximation)
Oleg I. Berngardt
37
3
0
23 May 2024
Wav-KAN: Wavelet Kolmogorov-Arnold Networks
Wav-KAN: Wavelet Kolmogorov-Arnold Networks
Zavareh Bozorgasl
Hao Chen
79
113
0
21 May 2024
On the Kolmogorov neural networks
On the Kolmogorov neural networks
Aysu Ismayilova
V. Ismailov
75
18
0
31 Oct 2023
Achieve the Minimum Width of Neural Networks for Universal Approximation
Achieve the Minimum Width of Neural Networks for Universal Approximation
Yongqiang Cai
35
18
0
23 Sep 2022
Approximation error of single hidden layer neural networks with fixed weights
Approximation error of single hidden layer neural networks with fixed weights
V. Ismailov
MLT
35
7
0
07 Feb 2022
Approximation capability of two hidden layer feedforward neural networks with fixed weights
Approximation capability of two hidden layer feedforward neural networks with fixed weights
Namig J. Guliyev
V. Ismailov
47
70
0
22 Jan 2021
A three layer neural network can represent any multivariate function
A three layer neural network can represent any multivariate function
V. Ismailov
47
16
0
05 Dec 2020
Minimum Width for Universal Approximation
Minimum Width for Universal Approximation
Sejun Park
Chulhee Yun
Jaeho Lee
Jinwoo Shin
71
125
0
16 Jun 2020
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function
A single hidden layer feedforward network with only one neuron in the hidden layer can approximate any univariate function
Namig J. Guliyev
V. Ismailov
31
79
0
31 Dec 2015

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