Boosted sparse nonlinear distance metric learning

DOI10.1002/sam.11307OpenAlexW2492486054MaRDI QIDQ4970187

Yuting Ma, Tian Zheng

Publication date: 14 October 2020

Published in: Statistical Analysis and Data Mining: The ASA Data Science Journal (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1512.03396

zbMATH Keywords

supervised learningsparsityboosting

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Uses Software

• UCI-ml
• Boruta
• CLOP
• GSML

Cites Work

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• Greedy function approximation: A gradient boosting machine.
• Boosting a weak learning algorithm by majority
• Extensions of Lipschitz mappings into a Hilbert space
• Metric Learning
• Theory of Reproducing Kernels
• Random forests
• Stochastic gradient boosting.

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