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scientific article; zbMATH DE number 6982978

Language	Label	Description	Also known as
English	No label defined	scientific article; zbMATH DE number 6982978

Statements

scholarly article

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Shai Shalev-Shwartz

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publication date

22 November 2018

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full work available at URL

https://arxiv.org/abs/1601.04011

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http://jmlr.csail.mit.edu/papers/v18/16-503.html

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zbMATH Keywords

average stability notion

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MaRDI profile type

MaRDI publication profile

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Relative loss bounds for on-line density estimation with the exponential family of distributions

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10.1162/153244303321897690

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Local Rademacher complexities

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10.1162/153244302760200704

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On the Generalization Ability of On-Line Learning Algorithms

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Logarithmic Regret Algorithms for Online Convex Optimization

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Oracle inequalities in empirical risk minimization and sparse recovery problems. École d'Été de Probabilités de Saint-Flour XXXVIII-2008.

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Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization

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Online Learning and Online Convex Optimization

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Understanding Machine Learning

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Competitive On-line Statistics

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Identifiers

zbMATH Open document ID

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:4558560

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