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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 141–150 of 255 papers

TitleStatusHype
Model Comparisons: XNet Outperforms KAN—0
Deep Learning Alternatives of the Kolmogorov Superposition TheoremCode3
Kolmogorov-Arnold Network AutoencodersCode0
Uncertainty Quantification with Bayesian Higher Order ReLU KANsCode0
On the expressiveness and spectral bias of KANs—0
KANOP: A Data-Efficient Option Pricing Model using Kolmogorov-Arnold Networks—0
Incorporating Arbitrary Matrix Group Equivariance into KANs—0
PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and BeyondCode0
Data-driven model discovery with Kolmogorov-Arnold networks—0
A Gated Residual Kolmogorov-Arnold Networks for Mixtures of ExpertsCode0
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