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Choosing the Sample with Lowest Loss makes SGD Robust

Vatsal Shah, Xiaoxia Wu, Sujay Sanghavi. Choosing the Sample with Lowest Loss makes SGD Robust. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 2120-2130, PMLR, 2020. [doi]

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Vatsal Shah

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Xiaoxia Wu

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Sujay Sanghavi

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