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- W2124927118 abstract "We considerStability—( Learnability—( the fundamental question of learnability of a hypothesis class in the supervised learningSupervised learning setting and in the general learningGeneral learning setting introduced by Vladimir Vapnik. We survey classic results characterizing learnability in terms of suitable notions of complexity, as well as more recent results that establish the connection between learnability and stability of a learning algorithm." @default.
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- W2124927118 date "2013-01-01" @default.
- W2124927118 modified "2023-10-14" @default.
- W2124927118 title "On Learnability, Complexity and Stability" @default.
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- W2124927118 doi "https://doi.org/10.1007/978-3-642-41136-6_7" @default.
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