47 citations · 65 across the 3 of their papers we have counts for
3 papers
stat.ME2016★ 7 cited
Arbres CART et Forêts aléatoires, Importance et sélection de variables
Robin Genuer, Jean-Michel Poggi
Two algorithms proposed by Leo Breiman : CART trees (Classification And Regression Trees for) introduced in the first half of the 80s and random forests emerged, meanwhile, in the…
math.ST2014★ 47 cited
Analysis of purely random forests bias
Sylvain Arlot, Robin Genuer
Random forests are a very effective and commonly used statistical method, but their full theoretical analysis is still an open problem. As a first step, simplified models such as p…
math.ST2010★ 11 cited
Risk bounds for purely uniformly random forests
Robin Genuer
Random forests, introduced by Leo Breiman in 2001, are a very effective statistical method. The complex mechanism of the method makes theoretical analysis difficult. Therefore, a s…