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Joshua Lee Padgett

Towards an Algebraic Framework For Approximating Functions Using Neural Network Polynomials

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Feb 01, 2024
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Deep neural networks with ReLU, leaky ReLU, and softplus activation provably overcome the curse of dimensionality for Kolmogorov partial differential equations with Lipschitz nonlinearities in the $L^p$-sense

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Sep 24, 2023
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