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On the estimation of the joint distribution in regression models with censored responses

Olivier Lopez
2008
Preprints, Working Papers, ... hal-00265232v1

Categorized Bandits

Matthieu Jedor , Jonathan Louëdec , Vianney Perchet
Advances in Neural Information Processing Systems, 2019, Long Beach, France
Conference papers hal-03089789v1
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On automatic bias reduction for extreme expectile estimation

Antoine Usseglio-Carleve , Stéphane Girard , Gilles Stupfler
CMStatistics 2020 - 13th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2020, London / Virtual, United Kingdom
Conference papers hal-03087164v1

Extreme conditional expectile estimation in heavy-tailed heteroscedastic regression models

Antoine Usseglio-Carleve , Stéphane Girard , Gilles Stupfler
CMStatistics 2021 - 14th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2021, London, United Kingdom
Conference papers hal-03501801v1

A Note on Chromy’s Sampling Procedure

Guillaume Chauvet
Journal of Survey Statistics and Methodology, 2021, 9 (5), pp.1050-1061. ⟨10.1093/jssam/smaa025⟩
Journal articles hal-03511679v1

Gaussian bounds for the heat kernels on the ball and the simplex: classical approach

Gerard Kerkyacharian
Studia Mathematica, 2020, 250, pp.235-252. ⟨10.4064/sm180423-13-10⟩
Journal articles hal-03916509v1
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Testing for lack-of-fit in functional regression models against general alternatives

Valentin Patilea , César Sánchez-Sellero
Journal of Statistical Planning and Inference, 2020, 209, pp.229 - 251. ⟨10.1016/j.jspi.2020.04.002⟩
Journal articles hal-03490504v1
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Infinite ARCH processes, dynamic betas, and financial applications

Julien Royer
Statistics [math.ST]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAG012⟩
Theses tel-03910879v1
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Topics in high-dimensional and non-parametric inference

Julien Chhor
Statistics [math.ST]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAG005⟩
Theses tel-03872498v1
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Kernel and wavelet density estimators on manifolds and more general metric spaces

Galatia Cleanthous , Athanasios G Georgiadis , Gerard Kerkyacharian , Pencho Petrushev , Dominique Picard
Bernoulli, 2020, Bernouilli, 26, ⟨10.3150/19-bej1171⟩
Journal articles hal-03916881v1
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Quelques problématiques autour du clustering : robustesse, grande dimension et détection d'intrusion

Edouard Genetay
Mathématiques générales [math.GM]. Ecole Nationale de la Statistique et de l'Analyse de l'Information [Bruz], 2022. Français. ⟨NNT : 2022NSAIM001⟩
Theses tel-03871506v1

Online Learning and Blackwell Approachability in Quitting Games

János Flesch , Rida Laraki , Vianney Perchet
COLT 29th Annual Conference on Learning Theory PMLR, Jun 2016, New York, United States
Conference papers hal-03767990v1
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Stochastic Mirror Descent for Large-Scale Sparse Recovery

Yannis Bekri , Sasila Ilandarideva , Anatoli B. Juditsky , Vianney Perchet
2022
Preprints, Working Papers, ... hal-03826176v1
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Simultaneous semi-parametric estimation of clustering and regression

Matthieu Marbac , Mohammed Sedki , Christophe Biernacki , Vincent Vandewalle
52èmes journées de la SFdS, Jun 2021, Nice / Virtual, France
Conference papers hal-03515286v1
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Adaptive Importance Sampling in General Mixture Classes

Olivier Cappé , Randal Douc , Arnaud Guillin , Jean-Michel Marin , Christian P. Robert
[Research Report] RR-6332, INRIA. 2008
Reports inria-00181474v4

On Survey Sampling and Empirical Risk Minimization

Stéphan Clémençon , P. Bertail , Emilie Chautru
Statistics, 2015
Journal articles hal-02286817v1
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Contrôle stochastique et méthodes numériques en finance mathématique

Romuald Elie
Mathématiques [math]. ENSAE ParisTech, 2006. Français. ⟨NNT : ⟩
Theses tel-00122883v1
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Density estimation with quadratic loss: a confidence intervals method

Pierre Alquier
2006
Preprints, Working Papers, ... hal-00020740v1
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Sharp oracle inequalities in aggregation and shape restricted regression

Pierre C. Bellec
Statistics [math.ST]. Université Paris-Saclay, 2016. English. ⟨NNT : 2016SACLG001⟩
Theses tel-01349029v1

Harold Jeffreys’s Theory of Probability Revisited

Christian Robert , Nicolas Chopin , Judith Rousseau
Statistical Science, 2009, 24 (2), pp.141-172. ⟨10.1214/09-STS284⟩
Journal articles hal-02403322v1

Regenerative block bootstrap for Markov chains

Patrice Bertail , Stéphan Clémençon
Bernoulli, 2006, 12 (4), pp.689-712. ⟨10.3150/bj/1155735932⟩
Journal articles hal-02107125v1
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Big data analysis in the field of transportation

Léna Carel
Statistics [math.ST]. Université Paris-Saclay, 2019. English. ⟨NNT : 2019SACLG001⟩
Theses tel-02052118v1

BSDEs with weak terminal condition

Bruno Bouchard , Romuald Elie , Antony Réveillac
Annals of Probability, 2015, 43 (2), pp.572-604. ⟨10.1214/14-AOP913⟩
Journal articles hal-02416946v1
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High dimensional Bayesian computation

Alexander Buchholz
Statistics [math.ST]. Université Paris-Saclay, 2018. English. ⟨NNT : 2018SACLG004⟩
Theses tel-01961050v1
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Time discretization and quantization methods for optimal multiple switching problem

Paul Gassiat , Idris Kharroubi , Huyen Pham
2011
Preprints, Working Papers, ... hal-00626258v1

Lecture Notes in Mathematics

René Carmona , Ivar Ekeland , Arturo Kohatsu-Higa , Jean-Michel Lasry , Pierre Louis Lions , et al.
Springer-Verlag, pp.244, 2007
Books hal-00667389v1
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Bayes and empirical Bayes : Do they merge?

Sonia Petrone , Judith Rousseau , Catia Scricciolo
2012
Preprints, Working Papers, ... hal-00767467v1
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Semaine d'Etude Mathématiques et Entreprises 1 : Modèles de comparaison quantitative de matrices 3D

Nicolas Charon , Asven Gariah , Clément Laurent , Marion Levy , Robin Ryder , et al.
2011
Preprints, Working Papers, ... hal-00779418v1
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Nonparametric density estimation in compound Poisson process using convolution power estimators.

Fabienne Comte , Céline Duval , Valentine Genon-Catalot
Metrika, 2014, 77 (1), pp.163-183. ⟨10.1007/s00184-013-0475-3⟩
Journal articles hal-00780300v1
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Statistical analysis of growth-fragmentation models

Adelaïde Olivier
Statistics [math.ST]. Université Paris Dauphine - Paris IX, 2015. English. ⟨NNT : 2015PA090047⟩
Theses tel-01235239v1