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Efficiently computing minimax expected-size confidence regions., , , и . ICML, том 227 из ACM International Conference Proceeding Series, стр. 97-104. ACM, (2007)Adaptive Federated Optimization., , , , , , , и . CoRR, (2020)Distributed Mean Estimation with Limited Communication., , , и . ICML, том 70 из Proceedings of Machine Learning Research, стр. 3329-3337. PMLR, (2017)Adaptive Bound Optimization for Online Convex Optimization., и . COLT, стр. 244-256. Omnipress, (2010)Analysis Techniques for Adaptive Online Learning.. CoRR, (2014)Federated Optimization: Distributed Machine Learning for On-Device Intelligence., , , и . CoRR, (2016)Fine-Tuning Large Language Models with User-Level Differential Privacy., , , , , , и . CoRR, (2024)On the Protection of Private Information in Machine Learning Systems: Two Recent Approches., , , , , , , и . CSF, стр. 1-6. IEEE Computer Society, (2017)Tighter Bounds for Multi-Armed Bandits with Expert Advice., и . COLT, (2009)Learning to Generate Image Embeddings with User-Level Differential Privacy., , , , , , , , и . CVPR, стр. 7969-7980. IEEE, (2023)