A modified EM algorithm for mixture models based on Bregman divergence

DOI10.1007/s10463-006-0097-xzbMath1108.62006OpenAlexW2148690650MaRDI QIDQ878191

Noboru Murata, Yu Fujimoto

Publication date: 26 April 2007

Published in: Annals of the Institute of Statistical Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10463-006-0097-x

zbMATH Keywords

EM algorithmBregman divergenceFinite mixture models

Mathematics Subject Classification ID

Related Items (3)

Geometry of EM and related iterative algorithms ⋮ An Estimation of Generalized Bradley-Terry Models Based on the em Algorithm ⋮ Information geometry approach to parameter estimation in hidden Markov model

Uses Software

• R

Cites Work

• Robust estimation in the normal mixture model
• Maximum likelihood estimation via the ECM algorithm: A general framework
• Robust Blind Source Separation by Beta Divergence
• The EM Algorithm and Related Statistical Models
• Robustifying AdaBoost by Adding the Naive Error Rate
• Information Geometry of U-Boost and Bregman Divergence
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item

This page was built for publication: A modified EM algorithm for mixture models based on Bregman divergence