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SGD vs GD: Rank Deficiency in Linear Networks

Aditya Vardhan Varre, Margarita Sagitova, Nicolas Flammarion. SGD vs GD: Rank Deficiency in Linear 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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Aditya Vardhan Varre

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Margarita Sagitova

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Nicolas Flammarion

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