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Fantastic Generalization Measures and Where to Find Them

ICLR, (2020)

Cited by: 72|Views60
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Abstract

Generalization of deep networks has been of great interest in recent years, resulting in a number of theoretically and empirically motivated complexity measures. However, most papers proposing such measures study only a small set of models, leaving open the question of whether the conclusion drawn from those experiments would remain val...More

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