Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model

Antoine Bodin, Nicolas Macris. Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 21605-21617, 2021. [doi]

Abstract

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