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Network size and weights size for memorization with two-layers neural networks

, , , and . (2020)cite arxiv:2006.02855Comment: 27 pages.

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Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 186-194. PMLR, (2018)Conference on Learning Theory 2018: Preface., and . COLT, volume 75 of Proceedings of Machine Learning Research, page 1. PMLR, (2018)Convex Optimization: Algorithms and Complexity. (2015)cite arxiv:1405.4980Comment: A previous version of the manuscript was titled "Theory of Convex Optimization for Machine Learning".Exceptional rotations of random graphs: a VC theory., , , , , and . J. Mach. Learn. Res., (2015)Regret Bounds and Minimax Policies under Partial Monitoring., and . J. Mach. Learn. Res., (2010)Sparks of Artificial General Intelligence: Early experiments with GPT-4., , , , , , , , , and 4 other author(s). CoRR, (2023)Adversarial Examples from Cryptographic Pseudo-Random Generators., , , and . CoRR, (2018)Adversarial examples from computational constraints., , and . CoRR, (2018)Sampling from a Log-Concave Distribution with Projected Langevin Monte Carlo., , and . Discret. Comput. Geom., 59 (4): 757-783 (2018)Finding Adam in random growing trees., , and . Random Struct. Algorithms, 50 (2): 158-172 (2017)