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Nonparametric regression estimation onto a Poisson point process covariate

Benoît Cadre , Lionel Truquet
ESAIM: Probability and Statistics, 2015, 19, pp.251-267. ⟨10.1051/ps/2014023⟩
Journal articles hal-01715649v1

Statistique mathématique, cours et exercices corrigés

Benoît Cadre , Céline Vial
Ellipse, pp.192, 2012, Références sciences, 9782729873233
Books hal-00960342v1
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Sur l'estimation du support d'une densité

Gérard Biau , Benoît Cadre , Bruno Pelletier
42èmes Journées de Statistique, 2010, Marseille, France, France
Conference papers inria-00494672v1
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Un modèle stochastique pour les systèmes de recommandation

Gérard Biau , Benoît Cadre , Laurent Rouviere
41èmes Journées de Statistique, SFdS, Bordeaux, 2009, Bordeaux, France, France
Conference papers inria-00386731v1
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Concentration of Posterior Distributions with Misspecified Models

Christophe Abraham , Benoît Cadre
Annales de l'ISUP, 2008, LII (3), pp.3-14
Journal articles hal-00380429v2
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Statistical analysis of k-nearest neighbor collaborative recommendation

Gérard Biau , Benoît Cadre , Laurent Rouvière
Annals of Statistics, 2010, 38 (3), pp.1568-1592. ⟨10.1214/09-AOS759⟩
Journal articles hal-00367480v2

Strongly consistent model selection for densities

Gérard Biau , Benoît Cadre , L. Devroye , L. Györfi
Test, 2008, 17 (3), pp.531-545
Journal articles hal-00355334v1
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Prediction based on a L1-method in the nonlinear autoregressive model

Benoît Cadre , Irène Larramendy
Mathematical Methods of Statistics, 2006, pp.256-268
Journal articles hal-00455752v1
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On the kernel rule for function classification

Christophe Abraham , Gérard Biau , Benoît Cadre
Annals of the Institute of Statistical Mathematics, 2006, pp.619-633
Journal articles hal-00455803v1
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The Statistical Performance of Collaborative Inference

Gérard Biau , Kevin Bleakley , Benoît Cadre
Journal of Machine Learning Research, 2016, 17
Journal articles hal-01170254v2
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Kernel estimation of density level sets

Benoît Cadre
Journal of Multivariate Analysis, 2006, pp.999-1023
Journal articles hal-00003898v1

Estimation of density level sets with a given probability content

Benoît Cadre , Bruno Pelletier , Pierre Pudlo
Journal of Nonparametric Statistics, 2013, 25 (1), pp.261-272. ⟨10.1080/10485252.2012.750319⟩
Journal articles hal-00796621v1

Exact rates in density support estimation

Gérard Biau , Benoît Cadre , Bruno Pelletier
Journal of Multivariate Analysis, 2008, 99 (10), pp.2185-2207
Journal articles hal-00355358v1
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Nonparametric tests for Cox processes

Benoît Cadre , Gaspar Massiot , Lionel Truquet
Journal of Statistical Planning and Inference, 2017, 184, pp.48-61. ⟨10.1016/j.jspi.2016.12.001⟩
Journal articles hal-01430572v1
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Accelerated Gradient Boosting

Gérard Biau , Benoît Cadre , Laurent Rouvière
Machine Learning, 2019, 108 (6), pp.971-992. ⟨10.1007/s10994-019-05787-1⟩
Journal articles hal-01723843v2
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Some Theoretical Properties of GANs

Gérard Biau , Benoît Cadre , M. Sangnier , U. Tanielian
Annals of Statistics, 2020, 48 (3), pp.1539-1566. ⟨10.1214/19-AOS1858⟩
Journal articles hal-01737975v1
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Clustering by Estimation of Density Level Sets at a Fixed Probability

Benoît Cadre , Bruno Pelletier , Pierre Pudlo
2009
Preprints, Working Papers, ... hal-00397437v1
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Minimax regression estimation for Poisson coprocess

Benoît Cadre , Nicolas Klutchnikoff , Gaspar Massiot
ESAIM: Probability and Statistics, 2017, 21, pp.138-158. ⟨10.1051/ps/2017004⟩
Journal articles hal-01430576v1

Supervised classification of diffusion paths

Benoît Cadre
Mathematical Methods of Statistics, 2013, 22 (3), pp.213-225. ⟨10.3103/S1066530713030034⟩
Journal articles hal-01069973v1
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On symmetric sensitivty

Benoît Cadre
Journal of Mathematical Analysis and Applications, 2005, pp.375-382
Journal articles hal-00003900v1
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A graph-based estimator of the number of clusters

Gérard Biau , Benoît Cadre , Bruno Pelletier
ESAIM: Probability and Statistics, 2007, pp.272-280
Journal articles hal-00455749v1
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On Hölder fields clustering

Benoît Cadre , Quentin Paris
Test, 2012, 21 (2), pp.301-316. ⟨10.1007/s11749-011-0244-4⟩
Journal articles hal-00502677v1
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Cox process functional learning

Gérard Biau , Benoît Cadre , Quentin Paris
Statistical Inference for Stochastic Processes, 2015, 18 (3), pp.257-277. ⟨10.1007/s11203-015-9115-z⟩
Journal articles hal-00820838v1
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Dimension reduction in regression estimation with nearest neighbor

Benoît Cadre , Qian Dong
Electronic Journal of Statistics , 2010, 4, pp.436-460
Journal articles hal-00441986v1
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Strongly consistent model selections for densities

Gérard Biau , Benoît Cadre , Luc Devroye , Laszlo Gyorfi
Test, 2008, pp.531-545
Journal articles hal-00456079v1
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Asymptotic Normality in Density Support Estimation

Gérard Biau , Benoît Cadre , David Y. Mason , Bruno Pelletier
Electronic Journal of Probability, 2009, 14 (91), pp.2617-2635. ⟨10.1214/EJP.v14-722⟩
Journal articles hal-00380359v1
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Optimization by gradient boosting

Gérard Biau , Benoît Cadre
Advances in Contemporary Statistics and Econometrics: Festschrift in Honor of Christine Thomas-Agnan, ed. Daouia, A. and Ruiz-Gazen, A., 2021, pp.23-44
Journal articles hal-01562618v1