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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

Ackermann, Julia et al.
arXiv · Other
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numerical analysis, machine learning, probability, 65m15, 65c05, 68t07 (primary) 60h35 (secondary)
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