A random forest guided tour G Biau, E Scornet
Test 25 (2), 197-227, 2016
4136 2016 Analysis of a random forests model G Biau
The Journal of Machine Learning Research 13, 1063-1095, 2012
2124 2012 Consistency of random forests and other averaging classifiers. G Biau, L Devroye, G Lugosi
Journal of Machine Learning Research 9 (9), 2008
824 2008 Consistency of random forests E Scornet, G Biau, JP Vert
745 2015 Lectures on the nearest neighbor method G Biau, L Devroye
Springer, 2015
374 2015 Functional classification in Hilbert spaces G Biau, F Bunea, MH Wegkamp
IEEE Transactions on Information Theory 51 (6), 2163-2172, 2005
208 2005 On the performance of clustering in Hilbert spaces G Biau, L Devroye, G Lugosi
IEEE Transactions on Information Theory 54 (2), 781-790, 2008
191 2008 On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification G Biau, L Devroye
Journal of Multivariate Analysis 101 (10), 2499-2518, 2010
177 2010 Accelerated gradient boosting G Biau, B Cadre, L Rouvìère
Machine learning 108, 971-992, 2019
160 2019 Supervised reconstruction of biological networks with local models K Bleakley, G Biau, JP Vert
Bioinformatics 23 (13), i57-i65, 2007
147 2007 Estimation of precipitation by kriging in the EOF space of thesea level pressure field G Biau, E Zorita, H von Storch, H Wackernagel
Journal of climate 12 (4), 1070-1085, 1999
146 1999 Neural random forests G Biau, E Scornet, J Welbl
Sankhya A 81 (2), 347-386, 2019
144 2019 New insights into approximate Bayesian computation G Biau, F Cérou, A Guyader
Annales de l'IHP Probabilités et statistiques 51 (1), 376-403, 2015
141 2015 Nonparametric spatial prediction G Biau, B Cadre
Statistical Inference for Stochastic Processes 7, 327-349, 2004
124 2004 Sparse single-index model. P Alquier, G Biau
Journal of Machine Learning Research 14 (1), 2013
118 2013 Probability estimation with machine learning methods for dichotomous and multicategory outcome: theory J Kruppa, Y Liu, G Biau, M Kohler, IR König, JD Malley, A Ziegler
Biometrical Journal 56 (4), 534-563, 2014
113 2014 On the Rate of Convergence of the Bagged Nearest Neighbor Estimate. G Biau, F Cérou, A Guyader
Journal of Machine Learning Research 11 (2), 2010
106 2010 A weighted k -nearest neighbor density estimate for geometric inference G Biau, F Chazal, D Cohen-Steiner, L Devroye, C Rodriguez
97 2011 Interpretable random forests via rule extraction C Bénard, G Biau, S Da Veiga, E Scornet
International conference on artificial intelligence and statistics, 937-945, 2021
93 2021 Rates of Convergence of the Functional G Biau, F Cérou, A Guyader
IEEE Transactions on Information Theory 56 (4), 2034-2040, 2010
80 2010 