Search Results for author: Nir Weingarten

Found 2 papers, 1 papers with code

Tighter Bounds on the Information Bottleneck with Application to Deep Learning

1 code implementation12 Feb 2024 Nir Weingarten, Zohar Yakhini, Moshe Butman, Ran Gilad-Bachrach

These advancements strengthen the case for the IB and its variational approximations as a data modeling framework, and provide a simple method to significantly enhance the adversarial robustness of classifier DNNs.

Adversarial Robustness

Style transfer and classification in hebrew news items

no code implementations6 Dec 2022 Nir Weingarten

Hebrew is a Morphological rich language, making its modeling harder than simpler language.

Classification Style Transfer +1

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