678 citations · 1.5k across the 30 of their papers we have counts for
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math.ST2015
A Random Forest Guided Tour
Gérard Biau, Erwan Scornet
The random forest algorithm, proposed by L. Breiman in 2001, has been extremely successful as a general-purpose classification and regression method. The approach, which combines s…
math.ST2015★ 4 cited
The Statistical Performance of Collaborative Inference
Gérard Biau, Kevin Bleakley, Benoit Cadre
The statistical analysis of massive and complex data sets will require the development of algorithms that depend on distributed computing and collaborative inference. Inspired by t…
math.ST2015
Long signal change-point detection
Gérard Biau, Kevin Bleakley, David Mason
The detection of change-points in a spatially or time ordered data sequence is an important problem in many fields such as genetics and finance. We derive the asymptotic distributi…