[其他] ICML-Toward Better Generalization Bounds with Locally Elastic Stability [推广有奖]

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发表于 2025-7-27 10:31:16 |AI写论文

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Toward Better Generalization Bounds with Locally Elastic Stability

                  Zhun Deng 1 Hangfeng He 2 Weijie J. Su 3

            Abstract                variety of approaches from statistical learning theory (Vap-
Algorithmic stability is a key characteristic to    nik, 1979; 2013; Bartlett & Mendelson, 2002; Bousquet
ensure the generalization ability of a learning    & Elisseeff, 2002). Among these developments, algorith-
algorithm. Among different notions of  ...