Search Results for author: Kevin Laube

Found 1 papers, 1 papers with code

Using a one dimensional parabolic model of the full-batch loss to estimate learning rates during training

1 code implementation31 Aug 2021 Maximus Mutschler, Kevin Laube, Andreas Zell

In the experiments conducted, our approach is on par with SGD with Momentum tuned with a piece-wise constant learning rate schedule and often outperforms other line search approaches for Deep Learning across models, datasets, and batch sizes on validation and test accuracy.

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