Open AccessOn Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory
Author(s) -
Alexandre Araújo,
Benjamin Négrevergne,
Yann Chevaleyre,
Jamal Atif
Publication year - 2021
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v35i8.16824
Subject(s) - lipschitz continuity , convolutional neural network , regularization (linguistics) , computer science , toeplitz matrix , robustness (evolution) , upper and lower bounds , constant (computer programming) , mathematics , mathematical optimization , algorithm , artificial intelligence , pure mathematics , mathematical analysis , biochemistry , chemistry , gene , programming language