Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions

Hossein Taheri, Ramtin Pedarsani, Christos Thrampoulidis. Fundamental Limits of Ridge-Regularized Empirical Risk Minimization in High Dimensions. In Arindam Banerjee 0001, Kenji Fukumizu, editors, The 24th International Conference on Artificial Intelligence and Statistics, AISTATS 2021, April 13-15, 2021, Virtual Event. Volume 130 of Proceedings of Machine Learning Research, pages 2773-2781, PMLR, 2021. [doi]

Authors

Hossein Taheri

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Ramtin Pedarsani

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Christos Thrampoulidis

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