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Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers

Sejun Park, Umut Simsekli, Murat A. Erdogdu. Generalization Bounds for Stochastic Gradient Descent via Localized $\varepsilon$-Covers. In Sanmi Koyejo, S. Mohamed, A. Agarwal, Danielle Belgrave, K. Cho, A. Oh, editors, Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022. 2022. [doi]

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