Search Results for author: Robert Herscovici

Found 1 papers, 0 papers with code

Dynamic Batch Adaptation

no code implementations1 Aug 2022 Cristian Simionescu, George Stoica, Robert Herscovici

Additionally, we find that DBA produces an increased improvement over standard optimizers when used in data scarce conditions where, in addition to convergence speed, it also significantly improves model generalization, managing to train a network with a single fully connected hidden layer using only 1% of the MNIST dataset to reach 97. 79% test accuracy.

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