Analysis of a random forests model G Biau The Journal of Machine Learning Research 13 (1), 1063-1095, 2012 | 975 | 2012 |

A random forest guided tour G Biau, E Scornet Test 25 (2), 197-227, 2016 | 641 | 2016 |

Consistency of random forests and other averaging classifiers. G Biau, L Devroye, G Lugosi Journal of Machine Learning Research 9 (9), 2008 | 567 | 2008 |

Consistency of random forests E Scornet, G Biau, JP Vert The Annals of Statistics 43 (4), 1716-1741, 2015 | 328 | 2015 |

Functional classification in Hilbert spaces G Biau, F Bunea, MH Wegkamp IEEE Transactions on Information Theory 51 (6), 2163-2172, 2005 | 181 | 2005 |

Functional classification in Hilbert spaces G Biau, F Bunea, MH Wegkamp IEEE Transactions on Information Theory 51 (6), 2163-2172, 2005 | 181 | 2005 |

Lectures on the nearest neighbor method G Biau, L Devroye Springer, 2015 | 176 | 2015 |

On the performance of clustering in Hilbert spaces G Biau, L Devroye, G Lugosi IEEE Transactions on Information Theory 54 (2), 781-790, 2008 | 138 | 2008 |

Supervised reconstruction of biological networks with local models K Bleakley, G Biau, JP Vert Bioinformatics 23 (13), i57-i65, 2007 | 126 | 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 | 124 | 1999 |

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 | 118 | 2010 |

New insights into approximate Bayesian computation G Biau, F Cérou, A Guyader Annales de l'IHP Probabilités et statistiques 51 (1), 376-403, 2015 | 106 | 2015 |

Nonparametric spatial prediction G Biau, B Cadre Statistical Inference for Stochastic Processes 7 (3), 327-349, 2004 | 100 | 2004 |

A weighted k-nearest neighbor density estimate for geometric inference G Biau, F Chazal, D Cohen-Steiner, L Devroye, C Rodriguez Electronic Journal of Statistics 5, 204-237, 2011 | 79 | 2011 |

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 | 79 | 2010 |

Sparse single-index model. P Alquier, G Biau Journal of Machine Learning Research 14 (1), 2013 | 77 | 2013 |

Probability estimation with machine learning methods for dichotomous and multicategory outcome: Theory J Kruppa, Y Liu, G Biau, M Kohler, IR Koenig, JD Malley, A Ziegler Biometrical Journal 56 (4), 534-563, 2014 | 76 | 2014 |

Functional supervised classification with wavelets A Berlinet, G Biau, L Rouviere Annales de l'ISUP 52, 19, 2008 | 67 | 2008 |

Functional supervised classification with wavelets A Berlinet, G Biau, L Rouviere Annales de l'ISUP 52, 19, 2008 | 67 | 2008 |

On the kernel rule for function classification C Abraham, G Biau, B Cadre Annals of the Institute of Statistical Mathematics 58 (3), 619-633, 2006 | 65 | 2006 |