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How does Gradient Descent Learn Features - A Local Analysis for Regularized Two-Layer Neural Networks

Mo Zhou, Rong Ge 0001. How does Gradient Descent Learn Features - A Local Analysis for Regularized Two-Layer Neural Networks. In Amir Globersons, Lester Mackey, Danielle Belgrave, Angela Fan, Ulrich Paquet, Jakub M. Tomczak, Cheng Zhang 0005, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024. 2024. [doi]

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Mo Zhou

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Rong Ge 0001

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