scientific article; zbMATH DE number 6982978
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Publication:4558560
zbMath1473.62257arXiv1601.04011MaRDI QIDQ4558560
Alon Gonen, Shai Shalev-Shwartz
Publication date: 22 November 2018
Full work available at URL: https://arxiv.org/abs/1601.04011
Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Generalized linear models (logistic models) (62J12) Learning and adaptive systems in artificial intelligence (68T05)
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Cites Work
- Unnamed Item
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- Oracle inequalities in empirical risk minimization and sparse recovery problems. École d'Été de Probabilités de Saint-Flour XXXVIII-2008.
- Learning theory: stability is sufficient for generalization and necessary and sufficient for consistency of empirical risk minimization
- Local Rademacher complexities
- Online Learning and Online Convex Optimization
- On the Generalization Ability of On-Line Learning Algorithms
- 10.1162/153244302760200704
- 10.1162/153244303321897690
- Competitive On-line Statistics
- Logarithmic Regret Algorithms for Online Convex Optimization
- Understanding Machine Learning
- Relative loss bounds for on-line density estimation with the exponential family of distributions