Access content directly
TK

Thierry Klein

50
Documents
Researcher identifiers

Presentation

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

Publications

Image document

Large deviation results for triangular arrays of semiexponential random variables

Thierry Klein , Agnès Lagnoux , P Petit
Journal of Applied Probability, 2022, 59 (2), p.399-420
Journal articles hal-02968048v1
Image document

ASRS-CMFS: Using a custom Transformer-based model to predict anomalies in aviation incident reports

Samuel Kierszbaum , Thierry Klein , Laurent Lapasset
Aerospace, 2022, 9 (591), ⟨10.3390/aerospace9100591⟩
Journal articles hal-03487944v1
Image document

Probabilistic proofs of large deviation results for sums of semiexponential random variables and explicit rate function at the transition

Fabien Brosset , Thierry Klein , Agnès Lagnoux , P Petit
Séminaire de Probabilités, 2022, ⟨10.1007/978-3-030-96409-2_8⟩
Journal articles hal-02895684v2
Image document

Deviation results for sparse tables in hashing with linear probing

Thierry Klein , A Lagnoux , P Petit
Probability Theory and Related Fields, 2022, ⟨10.1007/s00440-021-01100-1⟩
Journal articles hal-01097276v4
Image document

Sensitivity analysis in general metric spaces

Fabrice Gamboa , Thierry Klein , Agnès Lagnoux , Leonardo Moreno
Reliability Engineering and System Safety, 2021, ⟨10.1016/j.ress.2021.107611⟩
Journal articles hal-02044223v4
Image document

Global sensitivity analysis and Wasserstein spaces

Jean-Claude Fort , Thierry Klein , Agnès Lagnoux
SIAM/ASA Journal on Uncertainty Quantification, 2021, 9 (2), ⟨10.1137/20M1354957⟩
Journal articles hal-02905753v2
Image document

Maximum entropy on the mean approach to solve generalized inverse problems with an application in computational thermodynamics

Fabrice Gamboa , Christine Gueneau , Thierry Klein , Eva Lawrence
RAIRO - Operations Research, 2021, 55 (2), pp.355 - 393. ⟨10.1051/ro/2021005⟩
Journal articles hal-02903231v1
Image document

Wide critical fluctuations of the field-induced phase transition in graphite

Christophe Marcenat , Thierry Klein , David Leboeuf , Alexandre Jaoui , Gabriel Seyfarth et al.
Physical Review Letters, 2021, 126, pp.106801. ⟨10.1103/PhysRevLett.126.106801⟩
Journal articles hal-03063972v1
Image document

A User-Oriented Local Coastal Flooding Early Warning System Using Metamodelling Techniques

Déborah Idier , Axel Aurouet , François Bachoc , Audrey Baills , José Daniel Betancourt et al.
Journal of Marine Science and Engineering, 2021, pp.1191. ⟨10.3390/jmse9111191⟩
Journal articles hal-03406179v2

Toward a User-Based, Robust and Fast Running Method for Coastal Flooding Forecast, Early Warning, and Risk Prevention

Déborah Idier , Axel Aurouet , François Bachoc , Audrey Baills , José Daniel Betancourt et al.
Journal of Coastal Research, 2020, Special issue : Proceedings from the International Coastal Symposium (ICS) 2020, 95, pp.11-15. ⟨10.2112/SI95-216.1⟩
Journal articles hal-02458084v1

A Central Limit Theorem for Wasserstein type distances between two distinct univariate distributions

Philippe Berthet , Jean-Claude Fort , Thierry Klein
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, 2020, 56 (2), pp.954-982. ⟨10.1214/19-AIHP990⟩
Journal articles hal-02548977v1
Image document

Asymptotic properties of the maximum likelihood and cross validation estimators for transformed Gaussian processes

François Bachoc , José Daniel Betancourt , Reinhard Furrer , Thierry Klein
Electronic Journal of Statistics , 2020, 14 (1), ⟨10.1214/20-EJS1712⟩
Journal articles hal-02388266v1
Image document

Gaussian process metamodeling of functional-input code for coastal flood hazard assessment

José Daniel Betancourt , François Bachoc , Thierry Klein , Déborah Idier , Rodrigo Pedreros et al.
Reliability Engineering and System Safety, 2020, 198, ⟨10.1016/j.ress.2020.106870⟩
Journal articles hal-01998724v2
Image document

A Central Limit Theorem for Wasserstein type distances between two different laws

Philippe Berthet , Jean-Claude Fort , Thierry Klein
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, 2020, ⟨10.1214/19-AIHP990⟩
Journal articles hal-01624786v2
Image document

Prediction of Preliminary Maximum Wing Bending Moments under Discrete Gust

Edouard Fournier , Stéphane Grihon , Christian Bes , Thierry Klein
AIAA Journal, 2019, 56 (4), ⟨10.2514/1.C035329⟩
Journal articles hal-01919045v1
Image document

Semiparametric estimation of plane similarities: application to fast computation of aeronautic loads

Edouard Fournier , Stéphane Grihon , Thierry Klein
Statistics, 2019, 53 (5), pp.1168-1186. ⟨10.1080/02331888.2019.1632859⟩
Journal articles hal-01879135v3
Image document

A conditional Berry-Esseen inequality

Thierry Klein , Agnès Lagnoux , P Petit
Journal of Applied Probability, 2019, 56 (1), pp 76-90. ⟨10.1017/jpr.2019.7⟩
Journal articles hal-01801795v3
Image document

A case study : Influence of Dimension Reduction on regression trees-based Algorithms -Predicting Aeronautics Loads of a Derivative Aircraft

Edouard Fournier , Stéphane Grihon , Thierry Klein
Journal de la Société Française de Statistique, 2018, 159 (3)
Journal articles hal-01700314v2
Image document

Characterization of barycenters in the Wasserstein space by averaging optimal transport maps

Jérémie Bigot , Thierry Klein
ESAIM: Probability and Statistics, 2018, 22, pp.35 - 57. ⟨10.1051/ps/2017020⟩
Journal articles hal-00763668v7
Image document

APPROXIMATION OF LIMIT STATE SURFACES IN MONOTONIC MONTE CARLO SETTINGS

Nicolas Bousquet , Thierry Klein , Vincent Moutoussamy
SIAM/ASA Journal on Uncertainty Quantification, 2018, 6 (1), pp.1-33. ⟨10.1137/15M1015091⟩
Journal articles hal-01133340v1
Image document

Upper and lower risk bounds for estimating the Wasserstein barycenter of random measures on the real line

Jérémie Bigot , Raúl Gouet , Thierry Klein , Alfredo Lopez
Electronic Journal of Statistics , 2018, 12 (02), pp.2253--2289. ⟨10.1214/18-EJS1400⟩
Journal articles hal-01333401v2
Image document

Sensitivity analysis based on Cramér von Mises distance

Fabrice Gamboa , Thierry Klein , Agnès Lagnoux
SIAM/ASA Journal on Uncertainty Quantification, 2018, 6 (2), pp.522-548. ⟨10.1137/15M1025621⟩
Journal articles hal-01163393v2
Image document

Geodesic PCA in the Wasserstein space by convex PCA

Jérémie Bigot , Raul Gouet , Thierry Klein , Alfredo Lopez
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, 2017, 53 (1), pp.1-26. ⟨10.1214/15-aihp706⟩
Journal articles hal-01978864v1
Image document

CLASSIFICATION IN GENERAL FINITE DIMENSIONAL SPACES WITH THE NEAREST NEIGHBOR RULE: NECESSARY AND SUFFICIENT CONDITIONS

Sébastien Gadat , Thierry Klein , Clément Marteau
Annals of Statistics, 2016, 44 (3), pp.982-1009
Journal articles hal-01973286v1
Image document

Statistical inference for Sobol pick freeze Monte Carlo method

Fabrice Gamboa , Alexandre Janon , Thierry Klein , Agnes Lagnoux-Renaudie , Clémentine Prieur et al.
Statistics, 2016, 50 (4), pp.881-902. ⟨10.1080/02331888.2015.1105803⟩
Journal articles hal-00804668v1
Image document

New sensitivity analysis subordinated to a contrast

Jean-Claude Fort , Thierry Klein , Nabil Rachdi
Communications in Statistics - Theory and Methods, 2015, 45 (15), pp.4349-4364
Journal articles hal-00821308v1
Image document

Asymptotic normality and efficiency of two Sobol index estimators

Alexandre Janon , Thierry Klein , Agnes Lagnoux-Renaudie , Maëlle Nodet , Clémentine Prieur et al.
ESAIM: Probability and Statistics, 2014, 18, pp.342-364. ⟨10.1051/ps/2013040⟩
Journal articles hal-00665048v2
Image document

Sensitivity analysis for multidimensional and functional outputs

Fabrice Gamboa , Alexandre Janon , Thierry Klein , Agnès Lagnoux
Electronic Journal of Statistics , 2014, 8 (1), pp.575-603
Journal articles hal-00881112v1
Image document

Estimation of the Sobol indices in a linear functional multidimensional model

Jean-Claude Fort , Thierry Klein , Agnès Lagnoux , Béatrice Laurent
Journal of Statistical Planning and Inference, 2013, 143 (9), pp.1590-1605
Journal articles hal-00685998v1

Intensity estimation of non-homogeneous Poisson processes from shifted trajectories

Jérémie Bigot , Sébastien Gadat , Thierry Klein , Clément Marteau
Electronic Journal of Statistics , 2013, 7, p. 881-931. ⟨10.1214/13-EJS794⟩
Journal articles hal-00961542v1
Image document

Sensitivity indices for multivariate outputs

Fabrice Gamboa , Alexandre Janon , Thierry Klein , Agnès Lagnoux
Comptes Rendus. Mathématique, 2013, 351 (7-8), pp.307-310
Journal articles hal-00800847v2
Image document

Risk bounds for new M-estimation problems

Nabil Rachdi , Jean-Claude Fort , Thierry Klein
ESAIM: Probability and Statistics, In press
Journal articles hal-00537236v2
Image document

Conditional large and moderate deviations for sums of discrete random variables. Combinatoric applications

Fabrice Gamboa , Thierry Klein , Clémentine Prieur
Bernoulli, 2012, 18 (4), pp.1341-1360. ⟨10.3150/11-BEJ376⟩
Journal articles hal-00161003v1
Image document

Stochastic inverse problem with noisy simulator - Application to aeronautical model

Nabil Rachdi , Jean-Claude Fort , Thierry Klein
Annales de la Faculté des Sciences de Toulouse. Mathématiques., 2012, vol. 21 (3), p. 593-622. ⟨10.5802/afst.1346⟩
Journal articles hal-00685947v1

Convex Concentration Inequalities and Forward-Backward Stochastic Calculus

Thierry Klein , Yutao Ma , Nicolas Privault
Electronic Journal of Probability, 2006, 11, pp.486-512
Journal articles hal-01980611v1
Image document

Concentration around the mean for maxima of empirical processes

Thierry Klein , Emmanuel Rio
Annals of Probability, 2005, 33 (3), pp.1060-1077. ⟨10.1214/009117905000000044⟩
Journal articles hal-01979113v1

Martingales and Profile of Binary Search Trees

B. Chauvin , Thierry Klein , J.-F. Marckert , A Rouault
Electronic Journal of Probability, 2005, 10, pp.420-435
Journal articles hal-01980607v1

Un système local de prévision et alerte des submersions côtières centré sur les besoins des utilisateurs et utilisant des techniques de métamodélisation

Déborah Idier , Axel Aurouet , François Bachoc , Audrey Baills , José Daniel Betancourt et al.
Journées nationales Génie Côtier - Génie Civil, Oct 2022, Chatou, France. ⟨10.5150/jngcgc.2022.088⟩
Conference papers hal-03780209v1
Image document

Modèle paramétrique pour estimer la dégradation de la fiabilité de démarrage d’une turbine à gaz à partir de données d’essais

Artashes Asoyan , Eric Bondivenne , Nicolas Couellan , Sophie Humbert , Thierry Klein et al.
23ème Congrès Lambda-Mu 23 de maïtrise des risques et de sûreté de fonctionnement (2022), Oct 2022, Paris Saclay, France. pp.1-6
Conference papers hal-03820777v1
Image document

Exploring use of transformer based models on incident reports in aviation

Samuel Kierszbaum , Laurent Lapasset , Thierry Klein
CORIA 2021, Apr 2021, On Line meeting, France. ⟨10.24348/coria.2021.court_20⟩
Conference papers hal-03200916v1
Image document

Challenging Top Level Aircraft Requirements based on operations analysis and data-driven models, application to take-off performance design requirements

Nicolas Peteilh , Thierry Klein , Thierry Druot , Nathalie Bartoli , Rhea P Liem et al.
AIAA AVIATION 2020 FORUM, American Institute of Aeronautics and Astronautics, Jun 2020, Reno, NV, United States. ⟨10.2514/6.2020-3171⟩
Conference papers hal-02866381v1

Data-Driven Approach for Aircraft Arrival Sequencing Investigation at Terminal Maneuvering Area

Go Nam Lui , Thierry Klein , Rhea Liem
Aviation 2020 Forum, Jun 2020, Virtual event, United States. pp.ISBN: 978-1-62410-598-2, ⟨10.2514/6.2020-2869⟩
Conference papers hal-02868109v1
Image document

Normalité asymptotique et efficacité dans l'estimation des indices de Sobol

Alexandre Janon , Thierry Klein , Agnès Lagnoux , Maëlle Nodet , Clémentine Prieur et al.
44èmes journées de statistique, Société Française de Statistique (SFDS), May 2012, Bruxelles, Belgique
Conference papers hal-00708837v1
Image document

Ant Colony based model selection for functional-input Gaussian process regression

José Daniel Betancourt , François Bachoc , Thierry Klein , Fabrice Gamboa
[Research Report] D3.b, Institut de Mathématiques de Toulouse & Institut Universitaire de France, UMR 5219, Université de Toulouse, CNRS, UPS IMT. 2020
Reports hal-02532713v2