Merge pull request #131 from Masoud-Ataei/feature/distance-aware-kan

mintisan · web-flow · commit 1136c7585d8b · 2025-11-29T09:11:19.000+08:00
Add new DAREK to paper list
diff --git a/README.md b/README.md
@@ -101,6 +101,7 @@ A curated list of awesome libraries, projects, tutorials, papers, and other reso
 - [AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning](https://arxiv.org/abs/2503.06112) | [code](https://github.com/hoangthangta/All-KAN) | ![Github stars](https://img.shields.io/github/stars/hoangthangta/All-KAN.svg) - expand ReLU-KAN with various activations and their function combinations
 - [MatrixKAN: Parallelized Kolmogorov-Arnold Network](https://arxiv.org/abs/2502.07176) : MatrixKAN is a novel KAN optimization that parallelizes B-spline calculations with matrix representation and operations, thus significantly improving effective computation time for models utilizing high-degree B-splines. This paper demonstrates the superior scaling of MatrixKAN's computation time relative to B-spline degree and speedups of approximately 40x relative to KAN, with significant additional speedup potential for larger datasets or higher spline degrees. | [code](https://github.com/OSU-STARLAB/MatrixKAN) | ![Github stars](https://img.shields.io/github/stars/OSU-STARLAB/MatrixKAN.svg) 
 - [CVKAN: Complex-Valued Kolmogorov-Arnold Networks](https://arxiv.org/abs/2502.02417) | [code](https://github.com/M-Wolff/CVKAN) | ![Github stars](https://img.shields.io/github/stars/M-Wolff/CVKAN.svg) - Transferred KANs into the complex-valued domain using Radial Basis Functions and added tools for improved Plotting and Interpretability
+- [DAREK - Distance Aware Error for Kolmogorov Networks](https://ieeexplore.ieee.org/document/10888425) | [page](https://masoud-ataei.github.io/DAREK/) - DAREK introduce distance aware worst case error bounds for Kolmogorov-Arnold Networks. 
 
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