Improved convergence rates for some kernel random forest algorithms

DOI10.3934/MINE.2024013MaRDI QIDQ6618889

Nicola Arcozzi, Iakovidis Isidoros

Publication date: 15 October 2024

Published in: Mathematics in Engineering (Search for Journal in Brave)

zbMATH Keywords

nonparametric statisticsreproducing kernel spaceskernel random forests

Mathematics Subject Classification ID

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

Cites Work

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• On the asymptotics of random forests
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• Information-theoretic determination of minimax rates of convergence
• Consistency of random forests
• A random forest guided tour
• Random Forests and Kernel Methods
• Random Forests and Adaptive Nearest Neighbors
• Theory of Reproducing Kernels
• Extremely randomized trees
• Random forests

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