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Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks

Bernd Prach, Christoph H. Lampert

2022Lecture notes in computer science15 citationsDOI

Topics & Concepts

Lipschitz continuityComputer scienceOrthogonalizationAlgorithmConstant (computer programming)Mathematical optimizationTheoretical computer scienceMathematicsMathematical analysisProgramming languageAdversarial Robustness in Machine LearningSparse and Compressive Sensing TechniquesSpectroscopy Techniques in Biomedical and Chemical Research
Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks | Litcius