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Dimension-free deterministic equivalents and scaling laws for random feature regression

Leonardo Defilippis, Bruno Loureiro, Theodor Misiakiewicz. Dimension-free deterministic equivalents and scaling laws for random feature regression. 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]

Authors

Leonardo Defilippis

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Bruno Loureiro

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Theodor Misiakiewicz

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