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04/01/2023
Multilevel CNNs for Parametric PDEs
We combine concepts from multilevel solvers for partial differential equ...
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07/09/2020
Expressivity of Deep Neural Networks
In this review paper, we give a comprehensive overview of the large vari...
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06/30/2020
Approximation Rates for Neural Networks with Encodable Weights in Smoothness Spaces
We examine the necessary and sufficient complexity of neural networks to...
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02/21/2019