Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning

Yang Zhao, Hao Zhang, Xiuyuan Hu. Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 26982-26992, PMLR, 2022. [doi]

Abstract

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