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

29 August 2024

Vugar Ismailov

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

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Title
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 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 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) Oleg I. Berngardt 39 3 0 23 May 2024
Wav-KAN: Wavelet Kolmogorov-Arnold Networks Zavareh Bozorgasl Hao Chen 79 113 0 21 May 2024
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 Yongqiang Cai 35 18 0 23 Sep 2022
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 Namig J. Guliyev V. Ismailov 47 70 0 22 Jan 2021
A three layer neural network can represent any multivariate function V. Ismailov 47 16 0 05 Dec 2020
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 Namig J. Guliyev V. Ismailov 31 79 0 31 Dec 2015