Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound

Steve Hanneke, Aryeh Kontorovich. Stable Sample Compression Schemes: New Applications and an Optimal SVM Margin Bound. In Vitaly Feldman, Katrina Ligett, Sivan Sabato, editors, Algorithmic Learning Theory, 16-19 March 2021, Virtual Conference, Worldwide. Volume 132 of Proceedings of Machine Learning Research, pages 697-721, PMLR, 2021. [doi]

Abstract

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