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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
2016
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
2015
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
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
2016
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
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 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 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
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
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
Conference papers
hal-02436692v1
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Long signal change-point detection
Gérard Biau
,
Kevin Bleakley
,
David Mason
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
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
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
2017
Preprints, Working Papers, ...
hal-01666957v1
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COBRA: A Combined Regression Strategy
Gérard Biau
,
Aurélie Fischer
,
Benjamin Guedj
,
James Malley
Journal articles
hal-01361789v3
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