Search Results for author: Daniel Shwartz

Found 2 papers, 1 papers with code

United We Stand: Using Epoch-wise Agreement of Ensembles to Combat Overfit

1 code implementation17 Oct 2023 Uri Stern, Daniel Shwartz, Daphna Weinshall

Our method allows for the incorporation of useful knowledge obtained by the models during the overfitting phase without deterioration of the general performance, which is usually missed when early stopping is used.

Image Classification text-classification +1

The Dynamic of Consensus in Deep Networks and the Identification of Noisy Labels

no code implementations2 Oct 2022 Daniel Shwartz, Uri Stern, Daphna Weinshall

This introduces a problem when training in the presence of noisy labels, as the noisy examples cannot be distinguished from clean examples by the end of training.

Ensemble Learning

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