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Approximation speed of quantized vs. unquantized ReLU neural networks and beyond

Antoine Gonon , Nicolas Brisebarre , Rémi Gribonval , Elisa Riccietti
IEEE Transactions on Information Theory, 2023, 69 (6), pp.3960-3977. ⟨10.1109/TIT.2023.3240360⟩
Journal articles hal-03672166v2
Image document

Sparsity in neural networks can improve their privacy

Antoine Gonon , Léon Zheng , Clément Lalanne , Quoc-Tung Le , Guillaume Lauga , et al.
GRETSI 2023 - XXIXème Colloque Francophone de Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers hal-04062317v2