599 citations · 862 across the 35 of their papers we have counts for
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math.ST2014★ 7 cited
On the asymptotics of random forests
Erwan Scornet
The last decade has witnessed a growing interest in random forest models which are recognized to exhibit good practical performance, especially in high-dimensional settings. On the…
math.ST2014★ 599 cited
Consistency of random forests
Erwan Scornet, Gérard Biau, Jean-Philippe Vert
Random forests are a learning algorithm proposed by Breiman [Mach. Learn. 45 (2001) 5--32] that combines several randomized decision trees and aggregates their predictions by avera…