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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 231–240 of 255 papers

TitleStatusHype
LArctan-SKAN: Simple and Efficient Single-Parameterized Kolmogorov-Arnold Networks using Learnable Trigonometric FunctionCode0
Function Fitting Based on Kolmogorov-Arnold Theorem and Kernel FunctionsCode0
Learnable Activation Functions in Physics-Informed Neural Networks for Solving Partial Differential EquationsCode0
F-KANs: Federated Kolmogorov-Arnold NetworksCode0
Extending Cox Proportional Hazards Model with Symbolic Non-Linear Log-Risk Functions for Survival AnalysisCode0
PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and BeyondCode0
Prediction via Shapley Value RegressionCode0
LSS-SKAN: Efficient Kolmogorov-Arnold Networks based on Single-Parameterized FunctionCode0
CVKAN: Complex-Valued Kolmogorov-Arnold NetworksCode0
MatrixKAN: Parallelized Kolmogorov-Arnold NetworkCode0
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