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A penalized algorithm for event-specific rate models for recurrent events

Olivier Bouaziz , Agathe Guilloux
Biostatistics, 2015
Journal articles hal-01053266v1
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Random forests and kernel methods

Erwan Scornet
IEEE Transactions on Information Theory, 2016
Journal articles hal-01116158v2
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Data driven estimation of Laplace-Beltrami operator

Frédéric Chazal , Ilaria Giulini , Bertrand Michel
30th Conference on Neural Information Processing Systems (NIPS 2016), Dec 2016, Barcelona, Spain
Conference papers hal-01387021v2
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A semiparametric model for Generalized Pareto regression based on a dimension reduction assumption

Julien Hambuckers , Cédric Heuchenne , Olivier Lopez
Preprints, Working Papers, ... hal-01362314v1
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Inférence de modèles conditionnellement hétéroscédastiques avec variables exogènes

Le Quyen Thieu
Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 2016. Français. ⟨NNT : 2016PA066260⟩
Theses tel-01527888v1
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Grouped variable importance with random forests and application to multiple functional data analysis

Baptiste Gregorutti , Bertrand Michel , Philippe Saint-Pierre
Preprints, Working Papers, ... hal-01084301v2
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A weighted bootstrap procedure for divergence minimization problems

Michel Broniatowski
AMISTAT : Analytical Methods in Statistics Workshop 2015, Nov 2015, Prague, Czech Republic
Conference papers hal-01376569v1
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Estimation and model selection for model-based clustering with the conditional classification likelihood

Jean-Patrick Baudry
Electronic Journal of Statistics , 2015, 9 (1), pp.1041-1077. ⟨10.1214/15-EJS1026⟩
Journal articles hal-00699578v2
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A Random Forest Guided Tour

Gérard Biau , Erwan Scornet
Test, 2016
Journal articles hal-01221748v1
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Impact of subsampling and tree depth on random forests

Roxane Duroux , Erwan Scornet
Preprints, Working Papers, ... hal-01287521v3
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A large deviations approach to limit theory for heavy-tailed time series

T Mikosch , O Wintenberger
Probability Theory and Related Fields, 2015, pp.654. ⟨10.1007/s00440-015-0654-4⟩
Journal articles hal-01188492v1
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Contributions to the study of extreme behaviors and applications

Meitner Cadena
Statistics [math.ST]. Université Pierre et Marie Curie - Paris VI, 2016. English. ⟨NNT : 2016PA066038⟩
Theses tel-01361307v1
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Contribution à la résolution de problèmes inverses sous contraintes et application de méthodes de conception robuste pour le dimensionnement de pièces mécaniques de turboréacteurs en phase avant-projets.

Maëva Biret
Statistiques [math.ST]. Université Pierre et Marie Curie - Paris VI, 2016. Français. ⟨NNT : 2016PA066294⟩
Theses tel-01454988v1
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Modelling the dependence structure of multivariate and spatial extremes

Boris Béranger
Statistics [math.ST]. Université Pierre et Marie Curie - Paris VI; University of New South Wales, 2016. English. ⟨NNT : 2016PA066004⟩
Theses tel-01344528v1
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Detecting and estimating intensity of jumps for discretely observed ARMAD(1,1) processes

Delphine Blanke , Denis Bosq
Journal of Multivariate Analysis, 2016, 146, pp.119-137. ⟨10.1016/j.jmva.2015.08.014⟩
Journal articles hal-01207305v1
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Adaptive estimation of the baseline hazard function in the Cox model by model selection, with high-dimensional covariates

Agathe Guilloux , Sarah Lemler , Marie-Luce Taupin
Journal of Statistical Planning and Inference, 2015, 171, pp.38-62. ⟨10.1016/j.jspi.2015.11.005⟩
Journal articles hal-01120683v2
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Optimal design for linear forms of the parameters in a Chebyshev regression

Michel Broniatowski , Giorgio Celant
Annales de l'ISUP, 2016, 60 (3), pp.15-54
Journal articles hal-01010962v2
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A Statistical Approach to Topological Data Analysis

Bertrand Michel
Statistics [math.ST]. UPMC Université Paris VI, 2015
Habilitation à diriger des recherches tel-01235080v1
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Univariate and multivariate quantiles, probabilistic and statistical approaches : radar applications

Alexis Decurninge
General Mathematics [math.GM]. Université Pierre et Marie Curie - Paris VI, 2015. English. ⟨NNT : 2015PA066028⟩
Theses tel-01180711v1
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Semiparametric inference for the recurrent event process by means of a single-index model

Olivier Bouaziz , Ségolen Geffray , Olivier Lopez
Statistics A Journal of Theoretical and Applied Statistics, 2015, 49 (2), pp.361-385. ⟨10.1080/02331888.2014.929134⟩
Journal articles hal-00446528v3
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An estimation method for the chi-square divergence with application to test of hypotheses

Michel Broniatowski , Samantha Leorato
Journal of Multivariate Analysis, 2016, 97 (6), pp.409-1436
Journal articles hal-00555139v1
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Exponential inequalities for unbounded functions of geometrically ergodic Markov chains. Applications to quantitative error bounds for regenerative Metropolis algorithms

Olivier Wintenberger
Statistics, 2016, 51 (1), pp.222-234. ⟨10.1080/02331888.2016.1268205⟩
Journal articles hal-01222870v2
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Design influence on player retention: A method based on time varying survival analysis

Thibault Allart , Guillaume Levieux , Michel Pierfitte , Agathe Guilloux , Stéphane Natkin
IEEE Conference on Computational Intelligence and Games (CIG), Sep 2016, Santorini, Greece. pp.1-8, ⟨10.1109/CIG.2016.7860421⟩
Conference papers hal-02436692v1
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Long signal change-point detection

Gérard Biau , Kevin Bleakley , David Mason
Electronic Journal of Statistics , 2016, 10, pp.2097-2123. ⟨10.1214/16-EJS1164⟩
Journal articles hal-01140119v2
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Estimation of parametric and semiparametric mixture models using phi-divergences

Diaa Al-Mohamad
Statistics [math.ST]. Université Pierre et Marie Curie - Paris VI, 2016. English. ⟨NNT : 2016PA066291⟩
Theses tel-01452799v1
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Optimal learning with Bernstein Online Aggregation

Olivier Wintenberger
Machine Learning, 2017, 106 (1), pp.119-141. ⟨10.1007/s10994-016-5592-6⟩
Journal articles hal-00973918v5
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A Proximal Point Algorithm for Minimum Divergence Estimators with Application to Mixture Models

Diaa Al Mohamad , Michel Broniatowski
Entropy, 2016, 18 (8), pp.277. ⟨10.3390/e18080277⟩
Journal articles hal-01375424v1
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Learning with random forests

Erwan Scornet
Statistics [math.ST]. Université Pierre et Marie Curie - Paris VI, 2015. English. ⟨NNT : 2015PA066533⟩
Theses tel-01250221v2
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Computing real solutions of polynomial fuzzy systems

Philippe Aubry , Jérémy Marrez , Annick Valibouze
Preprints, Working Papers, ... hal-01666957v1
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COBRA: A Combined Regression Strategy

Gérard Biau , Aurélie Fischer , Benjamin Guedj , James Malley
Journal of Multivariate Analysis, 2016, ⟨10.1016/j.jmva.2015.04.007⟩
Journal articles hal-01361789v3