Search Results for author: András Csertán

Found 1 papers, 1 papers with code

Optimization dependent generalization bound for ReLU networks based on sensitivity in the tangent bundle

1 code implementation26 Oct 2023 Dániel Rácz, Mihály Petreczky, András Csertán, Bálint Daróczy

Recent advances in deep learning have given us some very promising results on the generalization ability of deep neural networks, however literature still lacks a comprehensive theory explaining why heavily over-parametrized models are able to generalize well while fitting the training data.

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