Data Dependent Priors in PAC-Bayes Bounds

DOI10.1007/978-3-7908-2604-3_21zbMath1436.62284OpenAlexW178120446MaRDI QIDQ3298469

Amiran Ambroladze, John Shawe-Taylor, Emilio Parrado-Hernández

Publication date: 14 July 2020

Published in: Proceedings of COMPSTAT'2010 (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-7908-2604-3_21

zbMATH Keywords

model selectionsupport vector machinesgeneralization predictionPAC Bayes bound

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian problems; characterization of Bayes procedures (62C10)

Uses Software

• UCI-ml

Cites Work

• Structural risk minimization over data-dependent hierarchies
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