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Gradient Descent Converges Linearly for Logistic Regression on Separable Data

Kyriakos Axiotis, Maxim Sviridenko. Gradient Descent Converges Linearly for Logistic Regression on Separable Data. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 1302-1319, PMLR, 2023. [doi]

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