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ForestPrune: Compact Depth-Controlled Tree Ensembles

ForestPrune: Compact Depth-Controlled Tree Ensembles

31 May 2022
Brian Liu
Rahul Mazumder
ArXivPDFHTML

Papers citing "ForestPrune: Compact Depth-Controlled Tree Ensembles"

3 / 3 papers shown
Title
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles
Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles
Youssouf Emine
Alexandre Forel
Idriss Malek
Thibaut Vidal
41
0
0
28 Aug 2024
Alpha-Trimming: Locally Adaptive Tree Pruning for Random Forests
Alpha-Trimming: Locally Adaptive Tree Pruning for Random Forests
Nikola Surjanovic
A. Henrey
Thomas M. Loughin
19
0
0
13 Aug 2024
Bayesian post-hoc regularization of random forests
Bayesian post-hoc regularization of random forests
Bastian Pfeifer
BDL
11
0
0
06 Jun 2023
1