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CV Thierry Klein


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


Journal articles29 documents

  • Fabrice Gamboa, Christine Gueneau, Thierry Klein, Eva Lawrence. Maximum entropy on the mean approach to solve generalized inverse problems with an application in computational thermodynamics. RAIRO - Operations Research, EDP Sciences, 2021, 55 (2), pp.355 - 393. ⟨10.1051/ro/2021005⟩. ⟨hal-02903231v1⟩
  • Fabrice Gamboa, Thierry Klein, Agnès Lagnoux, Leonardo Moreno. Sensitivity analysis in general metric spaces. Reliability Engineering and System Safety, Elsevier, 2021, ⟨10.1016/j.ress.2021.107611⟩. ⟨hal-02044223v4⟩
  • Philippe Berthet, Jean-Claude Fort, Thierry Klein. A Central Limit Theorem for Wasserstein type distances between two distinct univariate distributions. Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, Institut Henri Poincaré (IHP), 2020, 56 (2), pp.954-982. ⟨10.1214/19-AIHP990⟩. ⟨hal-02548977⟩
  • José Betancourt, François Bachoc, Thierry Klein, Déborah Idier, Rodrigo Pedreros, et al.. Gaussian process metamodeling of functional-input code for coastal flood hazard assessment. Reliability Engineering and System Safety, Elsevier, 2020, 198, ⟨10.1016/j.ress.2020.106870⟩. ⟨hal-01998724v2⟩
  • Déborah Idier, Axel Aurouet, François Bachoc, Audrey Baills, José Betancourt, et al.. Toward a User-Based, Robust and Fast Running Method for Coastal Flooding Forecast, Early Warning, and Risk Prevention. Journal of Coastal Research, Coastal Education and Research Foundation, 2020, Special issue : Proceedings from the International Coastal Symposium (ICS) 2020, 95, pp.11-15. ⟨10.2112/SI95-216.1⟩. ⟨hal-02458084⟩
  • François Bachoc, José Betancourt, Reinhard Furrer, Thierry Klein. Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes. Electronic Journal of Statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2020, 14 (1), ⟨10.1214/20-EJS1712⟩. ⟨hal-02388266⟩
  • Edouard Fournier, Stéphane Grihon, Thierry Klein. Semiparametric estimation of plane similarities: application to fast computation of aeronautic loads. Statistics, Taylor & Francis: STM, Behavioural Science and Public Health Titles, 2019, 53 (5), pp.1168-1186. ⟨10.1080/02331888.2019.1632859⟩. ⟨hal-01879135v3⟩
  • 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, ⟨10.2514/1.C035329⟩. ⟨hal-01919045⟩
  • Thierry Klein, Agnès Lagnoux, P Petit. A conditional Berry-Esseen inequality. Journal of Applied Probability, Cambridge University press, 2019, 56 (1), pp 76-90. ⟨10.1017/jpr.2019.7⟩. ⟨hal-01801795v3⟩
  • 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, 2018, 159 (3). ⟨hal-01700314v2⟩
  • 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. ⟨10.1051/ps/2017020⟩. ⟨hal-00763668v7⟩
  • 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. ⟨10.1214/18-EJS1400⟩. ⟨hal-01333401v2⟩
  • 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⟩
  • 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, 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, Institut Henri Poincaré (IHP), 2017, 53 (1), pp.1-26. ⟨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, Taylor & Francis, 2015, 45 (15), pp.4349-4364. ⟨hal-00821308⟩
  • 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. ⟨hal-00881112⟩
  • 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⟩
  • Fabrice Gamboa, Alexandre Janon, Thierry Klein, Agnès Lagnoux. Sensitivity indices for multivariate outputs. Comptes Rendus. Mathématique, Centre Mersenne (2020-..) ; Elsevier Masson (2002-2019), 2013, 351 (7-8), pp.307-310. ⟨hal-00800847v2⟩
  • 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, 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⟩
  • 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⟩
  • 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, Emmanuel 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 papers4 documents

  • Samuel Kierszbaum, Laurent Lapasset, Thierry Klein. Transformer-based model on aviation incident reports. CORIA 2021, Apr 2021, On Line meeting, France. ⟨hal-03200916⟩
  • Nicolas Peteilh, Thierry Klein, Thierry Druot, Nathalie Bartoli, Rhea Liem. Challenging Top Level Aircraft Requirements based on operations analysis and data-driven models, application to take-off performance design requirements. AIAA AVIATION 2020 FORUM, American Institute of Aeronautics and Astronautics, Jun 2020, Reno, NV, United States. ⟨10.2514/6.2020-3171⟩. ⟨hal-02866381⟩
  • Go Nam Lui, Thierry Klein, Rhea Liem. Data-Driven Approach for Aircraft Arrival Sequencing Investigation at Terminal Maneuvering Area. Aviation 2020 Forum, Jun 2020, Virtual event, United States. pp.ISBN: 978-1-62410-598-2, ⟨10.2514/6.2020-2869⟩. ⟨hal-02868109⟩
  • 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, Société Française de Statistique (SFDS), May 2012, Bruxelles, Belgique. ⟨hal-00708837⟩

Preprints, Working Papers, ...11 documents

  • Jean-Claude Fort, Thierry Klein, Agnès Lagnoux. Global sensitivity analysis and Wasserstein spaces. 2021. ⟨hal-02905753v2⟩
  • Fabien Brosset, Thierry Klein, Agnès Lagnoux, Pierre Petit. Probabilistic proofs of large deviation results for sums of semiexponential random variables and explicit rate function at the transition. 2021. ⟨hal-02895684v2⟩
  • Fabrice Gamboa, Pierre Gremaud, Thierry Klein, Agnès Lagnoux. Global Sensitivity Analysis: a new generation of mighty estimators based on rank statistics. 2021. ⟨hal-02474902v4⟩
  • Thierry Klein, Agnès Lagnoux, P Petit. Large deviation results for triangular arrays of semiexponential random variables. 2020. ⟨hal-02968048⟩
  • Christophe Marcenat, Thierry Klein, David Leboeuf, Alexandre Jaoui, Gabriel Seyfarth, et al.. Wide critical fluctuations of the field-induced phase transition in graphite. 2020. ⟨hal-03063972⟩
  • José Betancourt, François Bachoc, Thierry Klein. Gaussian Process Regression for Scalar and Functional Inputs with funGp - The in-depth tour. 2020. ⟨hal-02536624⟩
  • Thierry Klein, Jean-Claude Fort, Philippe Berthet. Convergence of an estimator of the Wasserstein distance between two continuous probability distributions. 2017. ⟨hal-01526879⟩
  • Philippe Berthet, Jean-Claude Fort, Thierry Klein. A Central Limit Theorem for Wasserstein type distances between two different laws. 2017. ⟨hal-01624786v2⟩
  • Jean-Claude Fort, Thierry Klein. New Fréchet features for random distributions and associated sensitivity indices. 2015. ⟨hal-01137577⟩
  • Thierry Klein, A Lagnoux, P Petit. Deviation results for sparse tables in hashing with linear probing. 2014. ⟨hal-01097276v3⟩
  • Jérémie Bigot, Sébastien Gadat, Thierry Klein, Clément Marteau. Intensity estimation of non-homogeneous Poisson processes from shifted trajectories. 2011. ⟨hal-00593922⟩

Reports1 document

  • José Betancourt, François Bachoc, Thierry Klein, Fabrice Gamboa. Ant Colony based model selection for functional-input Gaussian process regression. [Research Report] D3.b, Institut de Mathématiques de Toulouse & Institut Universitaire de France, UMR 5219, Université de Toulouse, CNRS, UPS IMT. 2020. ⟨hal-02532713v2⟩

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⟩