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Zhihong Jeff Xia

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Articles

CauchyNet: Compact and Data-Efficient Learning using Holomorphic Activation Functions

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By Xin Li, Sikun Yang, Zhihong Jeff Xia
| arXiv
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Enhancing Neural Function Approximation: The XNet Outperforming KAN

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By Xiaotao Zheng, Zhihong Jeff Xia
| arXiv
arXiv:2501.18959 (cs) View PDF HTML (experimental) Comments: Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI) Cite as: arXiv:2501.18959 [cs.LG] (or arXiv:2501.18959v1 [cs.LG] for this version) https://doi.org/10.48550/arXiv.2501.18959 Submission history From: Zhihong Xia [ view email] [v1] Fri, 31 Jan 2025 08:33:10 UTC (30,258 KB) Bibliographic Tools Bibliographic Explorer Toggle Bibliographic Explorer () Connected Papers Toggle Connected Papers (What is Connected Papers?)...
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[2409.19221] Cauchy activation function and XNet

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By Zhihong Jeff Xia, Hongkun Zhang
| arXiv
arXiv:2409.19221 (cs) [Submitted on 28 Sep 2024 (v1), last revised 28 Jan 2025 (this version, v2)] View PDF HTML (experimental) Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE) Cite as: arXiv:2409.19221 [cs.LG] (or arXiv:2409.19221v2 [cs.LG] for this version) https://doi.org/10.48550/arXiv.2409.19221 Submission history From: Zhihong Xia [ view email] [v1] Sat, 28 Sep 2024 03:25:33 UTC (2,635 KB) [v2] Tue, 28 Jan...
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