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Mixup: Beyond Empirical Risk Minimization

Mixup: Beyond Empirical Risk Minimization

Hongyi Zhang, Moustapha Cisse, Yann N. Dauphin, David Lopez-Paz

00
2017-10-26
regularizationaugmentation

Abstract

This paper introduces and evaluates the idea described in “Mixup: Beyond Empirical Risk Minimization”, and reports empirical results that helped shape subsequent work in regularization, augmentation.