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Kolmogorov-Arnold Networks

Papers presenting models which utilize Kolmogorov-Arnold networks as their underlying architecture.

Papers

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Showing 51–60 of 255 papers

TitleStatusHype
fKAN: Fractional Kolmogorov-Arnold Networks with trainable Jacobi basis functionsCode1
Leveraging KANs For Enhanced Deep Koopman Operator DiscoveryCode1
Exploring the Potential of Polynomial Basis Functions in Kolmogorov-Arnold Networks: A Comparative Study of Different Groups of PolynomialsCode1
A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary AlgorithmsCode1
State-Space Kolmogorov Arnold Networks for Interpretable Nonlinear System Identification—0
Pushing the Performance of Synthetic Speech Detection with Kolmogorov-Arnold Networks and Self-Supervised Learning ModelsCode0
Rethinking Distributional IVs: KAN-Powered D-IV-LATE & Model Choice—0
System Identification Using Kolmogorov-Arnold Networks: A Case Study on Buck Converters—0
Neural Tangent Kernel Analysis to Probe Convergence in Physics-informed Neural Solvers: PIKANs vs. PINNs—0
Multi-Exit Kolmogorov-Arnold Networks: enhancing accuracy and parsimony—0
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