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Robin Graeber

Non-convergence of Adam and other adaptive stochastic gradient descent optimization methods for non-vanishing learning rates

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Jul 11, 2024
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The necessity of depth for artificial neural networks to approximate certain classes of smooth and bounded functions without the curse of dimensionality

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Jan 19, 2023
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