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News/Logarithmic-Free Moment and Generalization Bounds for Uniformly Stable Algorithms
arxiv
PublishedSeptember 2, 2026 at 4:00 AM

Logarithmic-Free Moment and Generalization Bounds for Uniformly Stable Algorithms

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arXiv:2608.09870v2 Announce Type: replace-cross Abstract: Uniform stability is a classical tool for controlling the generalization error of a learning algorithm. Bousquet, Klochkov, and Zhivotovskiy (2020) showed that the problem can be reduced to a moment inequality for a sum of weakly interacting

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