Poster "kolmogorov-arnold networks" Papers

7 papers found

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Advancing Out-of-Distribution Detection via Local Neuroplasticity

Alessandro Canevaro, Julian Schmidt, Sajad Marvi et al.

ICLR 2025arXiv:2502.15833
3
citations

Deep Legendre Transform

Aleksey Minabutdinov, Patrick Cheridito

NEURIPS 2025arXiv:2512.19649

From Kolmogorov to Cauchy: Shallow XNet Surpasses KANs

Xin Li, Xiaotao Zheng, Zhihong Xia

NEURIPS 2025

Generalization Bounds and Model Complexity for Kolmogorov–Arnold Networks

Xianyang Zhang, Huijuan Zhou

ICLR 2025arXiv:2410.08026
7
citations

Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity

Pengqi Li, Lizhong Ding, Jiarun Fu et al.

NEURIPS 2025

GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers

GUOGUO AI, Guansong Pang, Hezhe Qiao et al.

ICML 2025arXiv:2411.17296
3
citations

On the expressiveness and spectral bias of KANs

Yixuan Wang, Jonathan Siegel, Ziming Liu et al.

ICLR 2025arXiv:2410.01803
41
citations