Search Results for author: Avichai Ben David

Found 2 papers, 0 papers with code

On the Implicit Bias of Gradient Descent for Temporal Extrapolation

no code implementations9 Feb 2022 Edo Cohen-Karlik, Avichai Ben David, Nadav Cohen, Amir Globerson

When using recurrent neural networks (RNNs) it is common practice to apply trained models to sequences longer than those seen in training.

Regularizing Towards Permutation Invariance in Recurrent Models

no code implementations NeurIPS 2020 Edo Cohen-Karlik, Avichai Ben David, Amir Globerson

We show that RNNs can be regularized towards permutation invariance, and that this can result in compact models, as compared to non-recurrent architectures.

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