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Normal Heat Conductivity in a periodic chain of anharmonic chain of oscillators

R. Lefevere , A. Schenkel
Preprints, Working Papers, ... hal-00008499v1

Error analysis of the transport properties of Metropolized schemes

Max Fathi , Ahmed-Amine Homman , Gabriel Stoltz
ESAIM: Proceedings and Surveys, 2015, 48, pp.341-363. ⟨10.1051/proc/201448016⟩
Journal articles hal-00952768v1
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Nonparametric regression with martingale increment errors

Sylvain Delattre , Stéphane Gaïffas
Preprints, Working Papers, ... hal-00530581v1
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Sparse Regression Learning by Aggregation and Langevin Monte-Carlo

Arnak S. Dalalyan , Alexandre Tsybakov
Journal of Computer and System Sciences, 2012, 78 (5), pp.1423-1443. ⟨10.1016/j.jcss.2011.12.023⟩
Journal articles hal-00362471v4

Temperature-induced crossovers in the static roughness of a one-dimensional interface

Elisabeth Agoritsas , Vivien Lecomte , Thierry Giamarchi
Physical Review B: Condensed Matter and Materials Physics (1998-2015), 2010, 82 (18), pp.184207. ⟨10.1103/PhysRevB.82.184207⟩
Journal articles hal-00512522v1
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Detection boundary in sparse regression

Yuri I. Ingster , Alexandre Tsybakov , Nicolas Verzelen
Preprints, Working Papers, ... hal-00516259v1

Identification of Green's functions singularities by cross correlation of noisy signals

Josselin Garnier , Claude Bardos , G. Papanicolaou
Inverse Problems, 2008, 24 (1), 015011, 26 p
Journal articles hal-00292046v1
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Some non-asymptotic results on resampling in high dimension, I: Confidence regions, II: Multiple tests

Sylvain Arlot , Gilles Blanchard , Etienne Roquain
Annals of Statistics, 2010, 38 (1), pp.51-99. ⟨10.1214/08-AOS667⟩
Journal articles hal-00194145v2

A metamodeling approach for studying ignition target robustness in a highly dimensional parameter space

Josselin Garnier , G. Giorla , A. Masson , F. Poggi , R. Quach , et al.
Physics of Plasmas, 2009, 16 (3), 032704 - 9p
Journal articles hal-00401562v1

Simultaneous analysis of Lasso and Dantzig selector

A.B. Tsybakov , P.J. Bickel , Y. Ritov
Annals of Statistics, 2009, 37 (4), pp.1705-1732
Journal articles hal-00401585v1
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A new algorithm for estimating the effective dimension-reduction subspace

Arnak S. Dalalyan , Anatoli B. Juditsky , Vladimir Spokoiny
Journal of Machine Learning Research, 2008, 9, pp.1647-1678
Journal articles hal-00128129v2
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A storage model with random release rate for modeling exposure to food contaminants

Patrice Bertail , Stéphan Clémençon , Jessica Tressou
Preprints, Working Papers, ... hal-00138279v3
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Adaptive estimation of linear functionals in the convolution model and applications.

Cristina Butucea , Fabienne Comte
Bernoulli, 2009, 15 (1), pp.69-98. ⟨10.3150/08-BEJ146⟩
Journal articles hal-00133750v1

On the local space-time structure of non-equilibrium steady states

Raphael Lefevere
Journal of Statistical Mechanics: Theory and Experiment, 2007, pp.P01004. ⟨10.1088/1742-5468/2007/01/P01004⟩
Journal articles hal-00130154v1
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High-dimensional stochastic optimization with the generalized Dantzig estimator

Karim Lounici
Preprints, Working Papers, ... hal-00338663v1
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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

Concentration inequalities for order statistics

Stephane Boucheron , Maud Thomas
Electronic Communications in Probability, 2012, 17, pp.51. ⟨10.1214/ECP.v17-2210⟩
Journal articles hal-00751496v1
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Statistical methods of SNP data analysis with applications

Alexander Bulinski , Oleg Butkovsky , Alexey Shashkin , Pavel Yaskov
Preprints, Working Papers, ... hal-00600143v1
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PAC-Bayesian aggregation of affine estimators

Lucie Montuelle , Erwan Le Pennec
Preprints, Working Papers, ... hal-01070805v2
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Driven interfaces: from flow to creep through model reduction

Elisabeth Agoritsas , Reinaldo García-García , Vivien Lecomte , Lev Truskinovsky , Damien Vandembroucq
Preprints, Working Papers, ... hal-01316478v2
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Computing Individual Risks based on Family History in Genetic Disease in the Presence of Competing Risks

Grégory Nuel , Alexandra Lefebvre , Olivier Bouaziz
Computational and Mathematical Methods in Medicine, 2017
Journal articles hal-01560832v2

Parameter Estimation in a Hierarchical Random Intercept Model with Censored Response: An Approach using a SEM Algorithm and Gibbs Sampling

Yousri Slaoui , G. Nuel
Sankhya B, 2014, 76 (2), pp.210 - 233. ⟨10.1007/s13571-014-0081-z⟩
Journal articles hal-01665582v1
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Improving HMD mortality estimates with HFD fertility data

Alexandre Boumezoued
Preprints, Working Papers, ... hal-01270565v1

Multi-element stochastic spectral projection for high quantile estimation

J. Ko , Josselin Garnier
Journal of Computational Physics, 2013, 243, pp.87-108
Journal articles hal-00839506v1
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Asymptotic equivalence for nonparametric diffusion and Euler scheme experiments

Valentine Genon-Catalot , Catherine Larédo
Annals of Statistics, 2014, 42 (3), pp.1145-1165. ⟨10.1214/14-AOS1216⟩
Journal articles hal-00738115v1

Convergence of adaptive and interacting Markov chain Monte Carlo algorithms

P. Priouret , Gersende Fort , E. Moulines
Annals of Statistics, 2011, 39 (6), pp.3262-3289. ⟨10.1214/11-AOS938⟩
Journal articles hal-00695649v1
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Inhomogeneous and Anisotropic Conditional Density Estimation from Dependent Data

Nathalie Akakpo , Claire Lacour
Electronic Journal of Statistics , 2011, 5, pp.1618-1653. ⟨10.1214/11-EJS653⟩
Journal articles hal-00557307v2
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A Bayesian approach for global sensitivity analysis of (multi-fidelity) computer codes

Loic Le Gratiet , Claire Cannamela , Bertrand Iooss
SIAM/ASA Journal on Uncertainty Quantification, 2014, 2, pp.336-363
Journal articles hal-00842432v1

Modeling active electrolocation in weakly electric fish

H. Ammari , T. Boulier , Josselin Garnier
SIAM Journal on Imaging Sciences, 2013, 6 (1), pp.285-321. ⟨10.1137/12086858X⟩
Journal articles hal-00835379v1
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Analysis of a Random Forests Model

Gérard Biau
Preprints, Working Papers, ... hal-00476545v3