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Quadratic Memory is Necessary for Optimal Query Complexity in Convex Optimization: Center-of-Mass is Pareto-Optimal

Moïse Blanchard, Junhui Zhang, Patrick Jaillet. Quadratic Memory is Necessary for Optimal Query Complexity in Convex Optimization: Center-of-Mass is Pareto-Optimal. In Gergely Neu, Lorenzo Rosasco, editors, The Thirty Sixth Annual Conference on Learning Theory, 12-15 July 2023, Bangalore, India. Volume 195 of Proceedings of Machine Learning Research, pages 4696-4736, PMLR, 2023. [doi]

Authors

Moïse Blanchard

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Junhui Zhang

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Patrick Jaillet

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