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20182022
most citedNon-Convergence and Limit Cycles in the Adam optimizer

10 citations · 10 across the 3 of their papers we have counts for

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Showing 2021Show all

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cs.LG2021

Local Convergence of Adaptive Gradient Descent Optimizers

Sebastian Bock, Martin Georg Weiß

Adaptive Moment Estimation (ADAM) is a very popular training algorithm for deep neural networks and belongs to the family of adaptive gradient descent optimizers. However to the be…