Sana Louhichi

36
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Publications

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Leadbetter-type conditions for bounding the Hausdorff metric of compactly supported stationary sequences

Sana Louhichi
Extremes, In press
Article dans une revue hal-05043035 v1
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Sharp rates of convergence in the Hausdorff metric for some compactly supported stationary sequences

Sana Louhichi
Journal of Applied Probability, 2025, 62 (4), pp.1-29. ⟨10.1017/jpr.2025.7⟩
Article dans une revue hal-04720317 v1
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Topological reconstruction of compact supports of dependent stationary random variables

Sadok Kallel , Sana Louhichi
Advances in Applied Probability, 2024, 56 (4), pp.1339-1369. ⟨10.1017/apr.2024.4⟩
Article dans une revue hal-04366871 v1

Neural Architecture Search for Transmission Electron Microscopy: Rapid Automation of Phase and Orientation Determination in TEM images

Lies Hadjadj , Alexis Deschamps , E.F. Rauch , Massih-Reza Amini , Muriel Veron et al.
Microscopy and Microanalysis, 2022, 28 (S1), pp.3166-3169. ⟨10.1017/S1431927622011758⟩
Article dans une revue hal-04050724 v1
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On bandwidth selection problems in nonparametric trend estimation under martingale difference errors

Karim Benhenni , Didier A. Girard , Sana Louhichi
Bernoulli, 2022, 28 (1), pp.395-423. ⟨10.3150/21-BEJ1347⟩
Article dans une revue hal-02514827 v2
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On the excess of average squared error for data-driven bandwidths in nonparametric trend estimation

Karim Benhenni , Didier A. Girard , Sana Louhichi
Advances in Pure and Applied Mathematics, 2021, 12 (N° Spécial ), pp.15-35. ⟨10.21494/ISTE.OP.2021.0696⟩
Article dans une revue hal-02889802 v2
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Dynamical coupling between Ising and FK percolation

Raphaël Cerf , Sana Louhichi
ALEA : Latin American Journal of Probability and Mathematical Statistics, 2020, 17 (1), pp.23-49. ⟨10.30757/ALEA.v17-02⟩
Article dans une revue hal-01892118 v1
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Trapezoidal rule and sampling designs for the nonparametric estimation of the regression function in models with correlated errors

Djihad Benelmadani , Karim Benhenni , Sana Louhichi
Statistics, 2020, 54 (1), pp.59-96. ⟨10.1080/02331888.2020.1715409⟩
Article dans une revue hal-01892123 v1
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The reproducing kernel Hilbert space approach in nonparametric regression problems with correlated observations

Djihad Benelmadani , Karim Benhenni , Sana Louhichi
Annals of the Institute of Statistical Mathematics, 2020, 72, pp.1479-1500. ⟨10.1007/s10463-019-00733-3⟩
Article dans une revue hal-01892121 v1

Exponential growth of branching processes in a general context of lifetimes and birthtimes dependence

Loïc Hervé , Sana Louhichi , Françoise Pène
ESAIM: Probability and Statistics, 2019, 23, pp.584-606. ⟨10.1051/ps/2019001⟩
Article dans une revue istex hal-02317236 v1
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Multiplicative ergodicity of Laplace transforms for additive functional of Markov chains

Loïc Hervé , Sana Louhichi , Françoise Pene
ESAIM: Probability and Statistics, 2019, 23, pp.607-637. ⟨10.1051/ps/2019003⟩
Article dans une revue hal-02317232 v2

On the asymptotic normality of the R-estimators of the slope parameters of simple linear regression models with associated errors

Sana Louhichi , Ryozo Miura , Dalibor Volny
Statistics, 2017, Special Issue in Honour of Paul Doukhan: Selected Papers from the Conference on the Occasion of Paul Doukhan’s 60th Birthday: Dependence, Limit Theorems and Applications, 51 (1), pp.167-187. ⟨10.1080/02331888.2016.1261912⟩
Article dans une revue hal-01892322 v1
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Functional Convergence of Linear Processes with Heavy-Tailed Innovations

Raluca Balan , Adam Jakubowski , Sana Louhichi
Journal of Theoretical Probability, 2016, 29 (2), pp.491-526. ⟨10.1007/s10959-014-0581-9⟩
Article dans une revue hal-01892125 v1

Exponential growth of bifurcating processes with ancestral dependence

Sana Louhichi , Bernard Ycart
Advances in Applied Probability, 2015, 47 (2), pp.545-564. ⟨10.1239/aap/1435236987⟩
Article dans une revue hal-00851631 v1

Recursive kernel estimation of the density under eta-weak dependence

Kenza Assia , Zaher Mohdeb , Sana Louhichi
Journal of the Korean Statistical Society, 2014, 43 (3), pp.403-414. ⟨10.1016/j.jkss.2013.12.003⟩
Article dans une revue hal-01892336 v1

A Cluster-Limit Theorem for Infinitely Divisible Point Processes

Raluca Balan , Sana Louhichi
Statistics, 2011, 45 (1), pp.3-18. ⟨10.1080/02331888.2010.541252⟩
Article dans une revue hal-00851603 v1

Functional convergence to stable Lévy motions for iterated random Lipschitz mappings

Sana Louhichi , Emmanuel Rio
Electronic Journal of Probability, 2011, 16 (89), pp.2452-2480. ⟨10.1214/EJP.v16-965⟩
Article dans une revue hal-00744949 v1

Convergence du processus de sommes partielles vers un processus de Lévy pour les suites associées

Sana Louhichi , Emmanuel Rio
Comptes Rendus. Mathématique, 2011, 349 (1-2), pp.89-91. ⟨10.1016/j.crma.2010.12.001⟩
Article dans une revue istex hal-00679824 v1

Explicit conditions for the convergence of point processes associated to stationary arrays

Raluca Balan , Sana Louhichi
Electronic Communications in Probability, 2010, 15 (39), pp.428-441. ⟨10.1214/ECP.v15-1563⟩
Article dans une revue hal-00853122 v1
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A functional central limit theorem for interacting particle systems on transitive graphs

Paul Doukhan , Gabriel Lang , Sana Louhichi , Bernard Ycart
Markov Processes And Related Fields, 2008, 14 (1), pp.79-114
Article dans une revue hal-00268278 v1
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The Initial Drift of a 2D Droplet at Zero Temperature

Raphaël Cerf , Sana Louhichi
Probability Theory and Related Fields, 2007, 137 (3-4), pp.379-428. ⟨10.1007/s00440-006-0007-4⟩
Article dans une revue hal-03713003 v1

Nonparametric smoothing and regression for correlated observations

Sana Louhichi , Didier A. Girard
International Symposium on Nonparametric Statistics (Invited Session), Jun 2024, Braga, Portugal
Communication dans un congrès hal-04787452 v1
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Generalization Guarantees of Self-Training of Halfspaces under Label Noise Corruption

Lies Hadjadj , Massih-Reza Amini , Sana Louhichi
Thirty-Second International Joint Conference on Artificial Intelligence IJCAI-23, Aug 2023, Macau, China. pp.3777-3785, ⟨10.24963/IJCAI.2023/420⟩
Communication dans un congrès hal-04763760 v1
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Auto-apprentissage de demi-espaces avec des garanties de généralisation sous le modèle de bruit de Massart

Lies Hadjadj , Massih-Reza Amini , Sana Louhichi , Alexis Deschamps
Conférence sur l'Apprentissage Automatique (CAp), Jul 2022, Vannes, France
Communication dans un congrès hal-03723453 v1

Optimal design for the nonparametric regression estimation applied to pharmacokinetic problems

Djihad Benelmadani , Karim Benhenni , Sana Louhichi
The 9th World on Sampling and Blending, May 2019, Beijing, China
Communication dans un congrès hal-02093593 v1

Estimation non paramétrique de la fonction de régression pour des modèles avec des erreurs corrélées

Djihad Benelmadani , Karim Benhenni , Sana Louhichi
50èmes Journées de Statistique, SFdS, May 2018, Paris, France
Communication dans un congrès hal-02093607 v1

L'échantillonnage optimale pour l'estimation non paramétrique de la fonction de régression dans le cas des données corrélées

Djihad Benelmadani , Karim Benhenni , Sana Louhichi
Journées MAS 2018, Processus et échantillonnage, Aug 2018, Dijon, France
Communication dans un congrès hal-02093616 v1

Analyse de la fonction de régression dans des modèles non paramétriques et applications en pharmacologie

Djihad Benelmadani , Karim Benhenni , Sana Louhichi
Septième Rencontre des jeunes statisticiens, Apr 2017, Porquerolles, France
Communication dans un congrès hal-02093620 v1

Towards a motion by mean curvature under Glauber dynamics at zero temperature

Sana Louhichi
Rencontres de Probabilités, Rouen 2011, May 2011, Rouen, France
Communication dans un congrès hal-00851614 v1

Functional Convergence to Stable Lévy Motions for Iterated Random Lipschitz Mappings

Sana Louhichi
Dependence in probability and statistics, Apr 2011, Marseille, France
Communication dans un congrès hal-00851611 v1
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On the strong consistency of the kernel estimator of extreme conditional quantiles

Stéphane Girard , Sana Louhichi
Elias Ould Said. Functional Statistics and Applications, Springer, pp.59--77, 2015, Contributions to Statistics, 978-3-319-22475-6. ⟨10.1007/978-3-319-22476-3_4⟩
Chapitre d'ouvrage hal-00956351 v2