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Impact of subsampling and pruning on random forests

Impact of subsampling and pruning on random forests

14 March 2016
Roxane Duroux
Erwan Scornet
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Papers citing "Impact of subsampling and pruning on random forests"

5 / 5 papers shown
Title
Inference with Mondrian Random Forests
Inference with Mondrian Random Forests
M. D. Cattaneo
Jason M. Klusowski
W. Underwood
50
7
0
15 Oct 2023
AMF: Aggregated Mondrian Forests for Online Learning
AMF: Aggregated Mondrian Forests for Online Learning
Jaouad Mourtada
Stéphane Gaïffas
Erwan Scornet
19
26
0
25 Jun 2019
Exploiting random projections and sparsity with random forests and
  gradient boosting methods -- Application to multi-label and multi-output
  learning, random forest model compression and leveraging input sparsity
Exploiting random projections and sparsity with random forests and gradient boosting methods -- Application to multi-label and multi-output learning, random forest model compression and leveraging input sparsity
Arnaud Joly
24
10
0
26 Apr 2017
Cellular Tree Classifiers
Cellular Tree Classifiers
Gérard Biau
Luc Devroye
120
9
0
20 Jan 2013
High-dimensional additive modeling
High-dimensional additive modeling
L. Meier
Sara van de Geer
Peter Buhlmann
195
481
0
25 Jun 2008
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