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    Number of documents

    36

    CV Thierry Klein


    Page web : http://perso.math.univ-toulouse.fr/klein/


    Journal articles24 documents

    • Thierry Klein, Agnès Lagnoux, Pierre Petit. A conditional Berry-Esseen inequality. Journal of Applied Probability, Applied Probability Trust, In press. 〈hal-01801795〉
    • Edouard Fournier, Stéphane Grihon, Christian Bes, Thierry Klein. Prediction of Preliminary Maximum Wing Bending Moments under Discrete Gust. AIAA Journal, American Institute of Aeronautics and Astronautics, In press. 〈hal-01919045〉
    • Jérémie Bigot, Thierry Klein. Characterization of barycenters in the Wasserstein space by averaging optimal transport maps. ESAIM: Probability and Statistics, EDP Sciences, 2018, 22, pp.35 - 57. ⟨https://www.esaim-ps.org/articles/ps/abs/2018/01/ps170020s/ps170020s.html⟩. ⟨10.1051/ps/2017020 ⟩. ⟨hal-00763668v7⟩
    • Nicolas Bousquet, Thierry Klein, Vincent Moutoussamy. APPROXIMATION OF LIMIT STATE SURFACES IN MONOTONIC MONTE CARLO SETTINGS. SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2018, 6 (1), pp.1-33. 〈10.1137/15M1015091〉. 〈hal-01133340〉
    • Edouard Fournier, Stéphane Grihon, Thierry Klein. A case study : Influence of Dimension Reduction on regression trees-based Algorithms -Predicting Aeronautics Loads of a Derivative Aircraft. Journal de la Société Française de Statistique, Société Française de Statistique et Société Mathématique de France, In press. 〈hal-01700314v2〉
    • Fabrice Gamboa, Thierry Klein, Agnès Lagnoux. Sensitivity analysis based on Cramér von Mises distance. SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2018, 6 (2), pp.522-548. 〈10.1137/15M1025621〉. 〈hal-01163393v2〉
    • Jérémie Bigot, Raúl Gouet, Thierry Klein, Alfredo Lopez. Upper and lower risk bounds for estimating the Wasserstein barycenter of random measures on the real line. Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2018, 12 (02), pp.2253--2289. ⟨https://projecteuclid.org/euclid.ejs/1532333005#info⟩. ⟨10.1214/18-EJS1400⟩. ⟨hal-01333401v2⟩
    • Jérémie Bigot, Raul Gouet, Thierry Klein, Alfredo Lopez. Geodesic PCA in the Wasserstein space by convex PCA. Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institute Henri Poincaré, 2017, 53 (1), pp.1-26. ⟨https://projecteuclid.org/euclid.aihp/1486544882#info⟩. ⟨10.1214/15-aihp706⟩. ⟨hal-01978864⟩
    • Fabrice Gamboa, Alexandre Janon, Thierry Klein, Agnes Lagnoux-Renaudie, Clémentine Prieur. Statistical inference for Sobol pick freeze Monte Carlo method. Statistics, Taylor & Francis: STM, Behavioural Science and Public Health Titles, 2016, 50 (4), pp.881-902. ⟨10.1080/02331888.2015.1105803⟩. ⟨hal-00804668⟩
    • Sébastien Gadat, Thierry Klein, Clément Marteau. CLASSIFICATION IN GENERAL FINITE DIMENSIONAL SPACES WITH THE NEAREST NEIGHBOR RULE: NECESSARY AND SUFFICIENT CONDITIONS. Annals of Statistics, Institute of Mathematical Statistics, 2016, 44 (3), pp.982-1009. 〈hal-01973286〉
    • Jean-Claude Fort, Thierry Klein, Nabil Rachdi. New sensitivity analysis subordinated to a contrast. Communications in Statistics - Theory and Methods, 2015, 45 (15), pp.4349-4364. 〈hal-00821308〉
    • Christophe Marcenat, A. Demuer, Ketty Beauvois, B. Michon, Audrey Grockowiak, et al.. Calorimetric determination of the magnetic phase diagram of underdoped ortho II YBa2Cu3O6.54 single crystals. Nature Communications, Nature Publishing Group, 2015, 6, pp.7927. ⟨10.1038/ncomms8927⟩. ⟨cea-01731474⟩
    • Alexandre Janon, Thierry Klein, Agnes Lagnoux-Renaudie, Maëlle Nodet, Clémentine Prieur. Asymptotic normality and efficiency of two Sobol index estimators. ESAIM: Probability and Statistics, EDP Sciences, 2014, 18, pp.342-364. ⟨10.1051/ps/2013040⟩. ⟨hal-00665048v2⟩
    • Fabrice Gamboa, Alexandre Janon, Thierry Klein, Agnès Lagnoux. Sensitivity analysis for multidimensional and functional outputs. Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2014, 8 (1), pp.575-603. ⟨https://projecteuclid.org/euclid.ejs/1400592265#info⟩. ⟨hal-00881112⟩
    • Nabil Rachdi, Jean-Claude Fort, Thierry Klein. Risk bounds for new M-estimation problems. ESAIM: Probability and Statistics, EDP Sciences, In press. ⟨hal-00537236v2⟩
    • Jean-Claude Fort, Thierry Klein, Agnès Lagnoux, Béatrice Laurent. Estimation of the Sobol indices in a linear functional multidimensional model. Journal of Statistical Planning and Inference, Elsevier, 2013, 143 (9), pp.1590-1605. ⟨hal-00685998⟩
    • Fabrice Gamboa, Alexandre Janon, Thierry Klein, Agnès Lagnoux. Sensitivity indices for multivariate outputs. Comptes Rendus Mathématique, Elsevier Masson, 2013, 351 (7-8), pp.307-310. 〈hal-00800847v2〉
    • Jérémie Bigot, Sébastien Gadat, Thierry Klein, Clément Marteau. Intensity estimation of non-homogeneous Poisson processes from shifted trajectories. Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2013, 7, p. 881-931. ⟨10.1214/13-EJS794⟩. ⟨hal-00961542⟩
    • Nabil Rachdi, Jean-Claude Fort, Thierry Klein. Stochastic inverse problem with noisy simulator - Application to aeronautical model. Annales de la Faculté des Sciences de Toulouse. Mathématiques., Université Paul Sabatier _ Cellule Mathdoc 2012, vol. 21 (3), p. 593-622. ⟨10.5802/afst.1346⟩. ⟨hal-00685947⟩
    • Nabil Rachdi, Jean-Claude Fort, Thierry Klein. Stochastic Inverse Problem with Noisy Simulator. Application to aeronautical model. Annales de la Faculté des Sciences de Toulouse. Mathématiques., Université Paul Sabatier _ Cellule Mathdoc 2012, 21 (3), pp.593-622. ⟨10.5802/afst.1346⟩. ⟨hal-01980616⟩
    • Fabrice Gamboa, Thierry Klein, Clémentine Prieur. Conditional large and moderate deviations for sums of discrete random variables. Combinatoric applications. Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2012, 18 (4), pp.1341-1360. 〈10.3150/11-BEJ376〉. 〈hal-00161003〉
    • Thierry Klein, Yutao Ma, Nicolas Privault. Convex Concentration Inequalities and Forward-Backward Stochastic Calculus. Electronic Journal of Probability, Institute of Mathematical Statistics (IMS), 2006, 11, pp.486-512. ⟨hal-01980611⟩
    • B. Chauvin, Thierry Klein, J.-F. Marckert, A Rouault. Martingales and Profile of Binary Search Trees. Electronic Journal of Probability, Institute of Mathematical Statistics (IMS), 2005, 10, pp.420-435. ⟨hal-01980607⟩
    • Thierry Klein, E. Rio. Concentration around the mean for maxima of empirical processes. Annals of Probability, Institute of Mathematical Statistics, 2005, 33 (3), pp.1060-1077. 〈10.1214/009117905000000044〉. 〈hal-01979113〉

    Conference papers1 document

    • Alexandre Janon, Thierry Klein, Agnès Lagnoux, Maëlle Nodet, Clémentine Prieur. Normalité asymptotique et efficacité dans l'estimation des indices de Sobol. 44èmes journées de statistique, May 2012, Bruxelles, Belgique. 2012. 〈hal-00708837〉

    Preprints, Working Papers, ...10 documents

    • Fabrice Gamboa, Thierry Klein, Agnès Lagnoux, Leonardo Moreno. Sensitivity analysis in general metric spaces. 2019. 〈hal-02044223〉
    • José Betancourt, François Bachoc, Thierry Klein, Déborah Idier, Rodrigo Pedreros, et al.. Gaussian process metamodeling of functional-input code for coastal flood hazard assessment. 2019. 〈hal-01998724〉
    • Jean-Marc Azaïs, François Bachoc, Thierry Klein, Agnès Lagnoux, Thi Mong Ngoc Nguyen. Semi-parametric estimation of the variogram of a Gaussian process with stationary increments. 2019. 〈hal-01802830v2〉
    • Edouard Fournier, Stéphane Grihon, Thierry Klein. Semi Parametric Estimations of rotating and scaling parameters for aeronautic loads. 2018. 〈hal-01879135v2〉
    • Philippe Berthet, Jean-Claude Fort, Thierry Klein. A Central Limit Theorem for Wasserstein type distances between two different laws. 2017. 〈hal-01624786v2〉
    • Thierry Klein, Jean-Claude Fort, Philippe Berthet. Convergence of an estimator of the Wasserstein distance between two continuous probability distributions. 2017. 〈hal-01526879〉
    • Thierry Klein, A Lagnoux, P Petit. A conditional Berry-Esseen bound and a conditional large deviation result without Laplace transform. Application to hashing with linear probing. 2015. 〈hal-01100529〉
    • Jean-Claude Fort, Thierry Klein. New Fréchet features for random distributions and associated sensitivity indices. 2015. 〈hal-01137577〉
    • Thierry Klein, A Lagnoux, P Petit. Large deviations and Berry-Esseen bounds for hashing with linear probing. 2014. 〈hal-01097276v2〉
    • Jérémie Bigot, Sébastien Gadat, Thierry Klein, Clément Marteau. Intensity estimation of non-homogeneous Poisson processes from shifted trajectories. 2011. 〈hal-00593922〉

    Habilitation à diriger des recherches1 document

    • Thierry Klein. Habilitation à Diriger des Recherches: Théorème central limite, inégalités de concentration et principes de grandes déviations: applications à des modèles issus de la combinatoire et à l’analyse de sensibilité. Bornes minimax et distance de Wasserstein en statistique semi-paramétrique.. Probabilités [math.PR]. Université Paul Sabatier, 2016. 〈tel-01975674〉