Neural Network Architecture Beyond Width and Depth

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Neural Network Architecture Beyond Width and Depth

19 May 2022

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Papers citing "Neural Network Architecture Beyond Width and Depth"

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Title
Approximation Rates in Besov Norms and Sample-Complexity of Kolmogorov-Arnold Networks with Residual Connections Anastasis Kratsios Bum Jun Kim Takashi Furuya 96 1 0 21 Apr 2025
Learning Expressive Random Feature Models via Parametrized Activations Zailin Ma Jiansheng Yang Yaodong Yang 183 1 0 29 Nov 2024
KAN we improve on HEP classification tasks? Kolmogorov-Arnold Networks applied to an LHC physics example Johannes Erdmann F. Mausolf Jan Lukas Späh 312 4 0 05 Aug 2024
KAN: Kolmogorov-Arnold Networks Ziming Liu Yixuan Wang Sachin Vaidya Fabian Ruehle James Halverson Marin Soljacic Thomas Y. Hou Max Tegmark 404 782 0 30 Apr 2024
Universal Regular Conditional Distributions Anastasis Kratsios 107 3 0 17 May 2021