Bayesian learning for pattern classification in the class of density functions representable as the square of the sum of an orthogonal series

zbMATH Open0761.62079MaRDI QIDQ1174081

A. M. Chikin

Publication date: 25 June 1992

Published in: Problems of Information Transmission (Search for Journal in Brave)

zbMATH Keywords

pattern classificationconditional densitiessmooth densitiesBayesian learning problemlower bound on risk

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Bayesian inference (62F15) Pattern recognition, speech recognition (68T10)

Recommendations

• Bayesian classifiers based on kernel density estimation: flexible classifiers 👍 👎
• Bayesian learning for a class of priors with prescribed marginals 👍 👎
• Bayesian procedure in a class of classification problems 👍 👎
• Bayesian Framework for Least-Squares Support Vector Machine Classifiers, Gaussian Processes, and Kernel Fisher Discriminant Analysis 👍 👎
• Classification via Bayesian Nonparametric Learning of Affine Subspaces 👍 👎
• A Bayesian Analysis of Recent Developments in Pattern Classification 👍 👎
• L¹-distance and classification problem by Bayesian method 👍 👎
• OUP accepted manuscript 👍 👎

This page was built for publication: Bayesian learning for pattern classification in the class of density functions representable as the square of the sum of an orthogonal series

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q1174081)