Multiclass Classification by Sparse Multinomial Logistic Regression

DOI10.1109/TIT.2021.3075137zbMath1475.62176arXiv2003.01951OpenAlexW3159770544MaRDI QIDQ5001816

Tomer Levy, Vadim Grinshtein, Felix P. Abramovich

Publication date: 23 July 2021

Published in: IEEE Transactions on Information Theory (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2003.01951

zbMATH Keywords

feature selectionpenalized maximum likelihoodsparse multinomial logistic regressionhigh-dimensional multiclass classification

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Generalized linear models (logistic models) (62J12) Informational aspects of data analysis and big data (94A16)

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