Uniform Convergence, Adversarial Spheres and a Simple Remedy
Gregor Bachmann 1 Seyed-Mohsen Moosavi-Dezfooli 1 Thomas Hofmann 1
Abstract of uniform convergence as a tool to bound the capacity of
the model (Arora et al., 2018; Bartlett et al., 2019; 2017;
Previous work has cast doubt on the general
Neyshabur et al., 2015; 2018). Recently however, Nagara-
framework of uniform convergenc ...


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