Dimension reduction boosting

DOI10.1080/03610926.2015.1079637zbMath1368.62106OpenAlexW2496566673MaRDI QIDQ4975124

Xiuli Zhao, Jun-Long Zhao

Publication date: 3 August 2017

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2015.1079637

zbMATH Keywords

dimension reductionsliced inverse regression\(L_2\)Boostingconjugate direction boosting

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Cites Work

• Unnamed Item
• Greedy function approximation: A gradient boosting machine.
• Boosting algorithms: regularization, prediction and model fitting
• On almost linearity of low dimensional projections from high dimensional data
• Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors)
• Boosting with early stopping: convergence and consistency
• Boosting With theL₂Loss

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