PAC-Bayes Bounds for Supervised Classification

DOI10.1007/978-3-319-21852-6_20zbMath1381.62157OpenAlexW2311606286MaRDI QIDQ2805734

Olivier Catoni

Publication date: 13 May 2016

Published in: Measures of Complexity (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-21852-6_20

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Inequalities; stochastic orderings (60E15) Bayesian inference (62F15)

Cites Work

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• Estimation of dependences based on empirical data. Transl. from the Russian by Samuel Kotz
• PAC-Bayesian stochastic model selection

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