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Gradient descent follows the regularization path for general losses

Ziwei Ji, Miroslav Dudík, Robert E. Schapire, Matus Telgarsky. Gradient descent follows the regularization path for general losses. In Jacob D. Abernethy, Shivani Agarwal 0001, editors, Conference on Learning Theory, COLT 2020, 9-12 July 2020, Virtual Event [Graz, Austria]. Volume 125 of Proceedings of Machine Learning Research, pages 2109-2136, PMLR, 2020. [doi]

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