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A New Lower Bound for Agnostic Learning with Sample Compression Schemes

, and . (2018)cite arxiv:1805.08140.

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Agnostic Sample Compression for Linear Regression., , and . CoRR, (2018)Contextual Bandits and Optimistically Universal Learning., , and . CoRR, (2023)Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound., and . CoRR, (2020)Multiclass Online Learning and Uniform Convergence., , , , and . COLT, volume 195 of Proceedings of Machine Learning Research, page 5682-5696. PMLR, (2023)Robust Interactive Learning., and . COLT, volume 23 of JMLR Proceedings, page 20.1-20.34. JMLR.org, (2012)Statistical Learning under Nonstationary Mixing Processes, and . (2015)cite arxiv:1512.08064.List Sample Compression and Uniform Convergence., , and . CoRR, (2024)A bound on the label complexity of agnostic active learning.. ICML, volume 227 of ACM International Conference Proceeding Series, page 353-360. ACM, (2007)A Sharp Lower Bound for Agnostic Learning with Sample Compression Schemes., and . ALT, volume 98 of Proceedings of Machine Learning Research, page 489-505. PMLR, (2019)Activized Learning with Uniform Classification Noise., and . ICML (2), volume 28 of JMLR Workshop and Conference Proceedings, page 370-378. JMLR.org, (2013)