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Sharp Lower Bounds on Interpolation by Deep ReLU Neural Networks at Irregularly Spaced Data
Free accessArXiv | 2023| -
Optimal Approximation of Zonoids and Uniform Approximation by Shallow Neural Networks
Free accessArXiv | 2023| -
Optimal Approximation Rates for Deep ReLU Neural Networks on Sobolev and Besov Spaces
Free accessArXiv | 2022| -
Accelerated First-Order Methods: Differential Equations and Lyapunov Functions
Free accessArXiv | 2019| -
Sharp Bounds on the Approximation Rates, Metric Entropy, and n-Widths of Shallow Neural Networks
Springer Verlag | 2024| -
Characterization of the Variation Spaces Corresponding to Shallow Neural Networks
Springer Verlag | 2023| -
Characterization of the Variation Spaces Corresponding to Shallow Neural Networks
Free accessArXiv | 2021| -
Sharp Bounds on the Approximation Rates, Metric Entropy, and $n$-widths of Shallow Neural Networks
Free accessArXiv | 2021| -
High-Order Approximation Rates for Shallow Neural Networks with Cosine and ReLU$^k$ Activation Functions
Free accessArXiv | 2020| -
Approximation Rates for Neural Networks with General Activation Functions
Free accessArXiv | 2019|
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