TK

Thierry Klein

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Publications

Does increasing human impact across the holocene result in simplification of vegetation composition and diversity across Europe? A pollen-based spatio-temporal approach

Caterina Röhm , Maria Antonia Serge , Ralph Fyfe , François Gillet , Laurent Marquer et al.

Quaternary Science Reviews, 2026, 374, pp.109776. ⟨10.1016/j.quascirev.2025.109776⟩

Article dans une revue hal-05442851v1

Thermodynamics versus Coherence in Ultra Narrow Linewidth Optical Solid State Emitters

Thierry Klein , C Marcenat , D Serrano , P. Goldner , M. Hartman et al.

Applied Physics Letters, 2025, 126 (5), ⟨10.48550/arXiv.2504.21422⟩

Article dans une revue hal-05532104v1
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funGp: An R Package for Gaussian Process Regression with Scalar and Functional Inputs

José Daniel Betancourt , François Bachoc , Thierry Klein , Déborah Idier , Jérémy Rohmer et al.

Journal of Statistical Software, 2024, 109 (5), ⟨10.18637/jss.v109.i05⟩

Article dans une revue hal-04582236v3
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Hidden Markov Models and Flight Phase Identification

Rémi Perrichon , Xavier Gendre , Thierry Klein

Journal of open aviation science, 2024, Vol. 2 (1), ⟨10.59490/joas.2024.7269⟩

Article dans une revue hal-04291863v1
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Efficiency of the averaged rank-based estimator for first order Sobol index inference

Thierry Klein , Paul Rochet

Statistics and Probability Letters, 2023, 207, pp.110015. ⟨10.1016/j.spl.2023.110015⟩

Article dans une revue hal-04120606v1
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Testing the Effect of Relative Pollen Productivity on the REVEALS Model: A Validated Reconstruction of Europe-Wide Holocene Vegetation

Maria-Antonia Serge , Florence Mazier , Ralph Fyfe , Marie-José Gaillard , T. Klein et al.

Land, 2023, 12 (5), pp.986. ⟨10.3390/land12050986⟩

Article dans une revue hal-04108865v1
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Global Sensitivity Analysis: a novel generation of mighty estimators based on rank statistics

Fabrice Gamboa , Pierre Gremaud , Thierry Klein , Agnès Lagnoux

Bernoulli, 2022, 28 (4), pp.2345-2374. ⟨10.3150/21-BEJ1421⟩

Article dans une revue hal-02474902v6
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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⟩

Article dans une revue hal-03487944v1
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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⟩

Article dans une revue hal-01097276v4
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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⟩

Article dans une revue hal-02895684v2
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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. ⟨10.1017/jpr.2021.58⟩

Article dans une revue hal-02968048v1
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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⟩

Article dans une revue hal-02903231v1
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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⟩

Article dans une revue hal-02044223v4
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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⟩

Article dans une revue hal-02905753v2
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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⟩

Article dans une revue hal-03406179v2
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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⟩

Article dans une revue hal-03063972v1
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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⟩

Article dans une revue hal-01624786v2
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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⟩

Article dans une revue hal-02388266v1
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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⟩

Article dans une revue hal-01998724v2

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⟩

Article dans une revue hal-02458084v1
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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⟩

Article dans une revue hal-01801795v3
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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⟩

Article dans une revue hal-01879135v3
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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⟩

Article dans une revue hal-01919045v1
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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⟩

Article dans une revue hal-01333401v2
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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⟩

Article dans une revue hal-01133340v1
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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⟩

Article dans une revue hal-01163393v2
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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⟩

Article dans une revue hal-00763668v7
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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)

Article dans une revue hal-01700314v2
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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⟩

Article dans une revue hal-01978864v1
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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

Article dans une revue hal-01973286v1
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Statistical inference for Sobol pick freeze Monte Carlo method

Fabrice Gamboa , Alexandre Janon , Thierry Klein , Agnes Lagnoux-Renaudie , Clémentine Prieur

Statistics, 2016, 50 (4), pp.881-902. ⟨10.1080/02331888.2015.1105803⟩

Article dans une revue hal-00804668v1
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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

Article dans une revue hal-00821308v1
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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

Article dans une revue hal-00881112v1
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Asymptotic normality and efficiency of two Sobol index estimators

Alexandre Janon , Thierry Klein , Agnes Lagnoux-Renaudie , Maëlle Nodet , Clémentine Prieur

ESAIM: Probability and Statistics, 2014, 18, pp.342-364. ⟨10.1051/ps/2013040⟩

Article dans une revue hal-00665048v2
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Risk bounds for new M-estimation problems

Nabil Rachdi , Jean-Claude Fort , Thierry Klein

ESAIM: Probability and Statistics, In press

Article dans une revue hal-00537236v2

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⟩

Article dans une revue hal-00961542v1
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Sensitivity indices for multivariate outputs

Fabrice Gamboa , Alexandre Janon , Thierry Klein , Agnès Lagnoux

Comptes Rendus. Mathématique, 2013, 351 (7-8), pp.307-310

Article dans une revue hal-00800847v2
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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

Article dans une revue hal-00685998v1
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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⟩

Article dans une revue hal-00685947v1
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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⟩

Article dans une revue hal-00161003v1

Convex Concentration Inequalities and Forward-Backward Stochastic Calculus

Thierry Klein , Yutao Ma , Nicolas Privault

Electronic Journal of Probability, 2006, 11, pp.486-512

Article dans une revue hal-01980611v1

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

Article dans une revue hal-01980607v1
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Concentration around the mean for maxima of empirical processes

Thierry Klein , Emmanuel Rio

The Annals of Probability, 2005, 33 (3), pp.1060-1077. ⟨10.1214/009117905000000044⟩

Article dans une revue hal-01979113v1

Changes in plant diversity and vegetation structure based on REVEALS reconstructed vegetation in Europe during the Holocene

Caterina Rohm , Maria Antonia Serge , Ralph Fyfe , Laurent Marquer , Agnès Lagnoux et al.

INQUA 2023, Jul 2023, Rome, Italy

Communication dans un congrès hal-04489577v1

Changes in plant diversity and vegetation structure based on REVEALS reconstructed vegetation of Europe during the Holocene

Caterina Rohm , Maria Antonia Serge , Ralf Fyfe , Laurent Marquer , Agnès Lagnoux et al.

INQUA 2023, Jul 2023, Rome (Italie), Italy

Communication dans un congrès hal-04228128v1

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⟩

Communication dans un congrès hal-03780209v1
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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

23ème Congrès Lambda-Mu 23 de maïtrise des risques et de sûreté de fonctionnement (2022), Oct 2022, Paris Saclay, France. pp.1-6

Communication dans un congrès hal-03820777v1
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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⟩

Communication dans un congrès hal-03200916v1

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⟩

Communication dans un congrès hal-02868109v1
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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

AIAA AVIATION 2020 FORUM, American Institute of Aeronautics and Astronautics, Jun 2020, Reno, United States. ⟨10.2514/6.2020-3171⟩

Communication dans un congrès hal-02866381v1
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Normalité asymptotique et efficacité dans l'estimation des indices de Sobol

Alexandre Janon , Thierry Klein , Agnès Lagnoux , Maëlle Nodet , Clémentine Prieur

44èmes journées de statistique, Société Française de Statistique (SFDS), May 2012, Bruxelles, Belgique

Communication dans un congrès hal-00708837v1
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On-line Pick-Freeze Mirror algorithm for Sensitity Analysis

Manon Costa , Sébastien Gadat , Xavier Gendre , Thierry Klein

2025

Pré-publication, Document de travail hal-05402704v1
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On the Wasserstein geodesic principal component analysis of probability measures

Nina Vesseron , Elsa Cazelles , Alice Le Brigant , Thierry Klein

2025

Pré-publication, Document de travail hal-05133250v1
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Sensitivity analysis from a single input/output sample

Sébastien Da Veiga , Fabrice Gamboa , Thierry Klein , Agnès Lagnoux , Clémentine Prieur

2024

Pré-publication, Document de travail hal-04052837v3
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Asymptotic efficiency for Sobol' and Cramér-von Mises indices under two designs of experiments

Thierry Klein , Agnès Lagnoux , Paul Rochet , Thi Mong Ngoc Nguyen

2024

Pré-publication, Document de travail (preprint/prepublication) hal-04655042v2
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A Multivariate Functional Data Analysis of Aircraft Trajectories

Remi Perrichon , Xavier Gendre , Thierry Klein

2023

Pré-publication, Document de travail hal-03667323v2
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Erratum for Global Sensitivity Analysis: a novel generation of mighty estimators based on rank statistics

Fabrice Gamboa , Thierry Klein , Agnès Lagnoux , Paul Rochet

2023

Pré-publication, Document de travail hal-04125285v1
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A Geostatistical framework to Interpolate Sustainable Aviation Data

Remi Perrichon , Xavier Gendre , Thierry Klein

2023

Pré-publication, Document de travail hal-04323493v1
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Deviation results for Mandelbrot's multiplicative cascades with (stretched) exponential tails

Thierry Klein , Agnès Lagnoux , P Petit

2025

Pré-publication, Document de travail hal-04250022v2
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Convergence of an estimator of the Wasserstein distance between two continuous probability distributions

Thierry Klein , Jean-Claude Fort , Philippe Berthet

2017

Pré-publication, Document de travail hal-01526879v1
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New Fréchet features for random distributions and associated sensitivity indices

Jean-Claude Fort , Thierry Klein

2015

Pré-publication, Document de travail hal-01137577v1
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Intensity estimation of non-homogeneous Poisson processes from shifted trajectories

Jérémie Bigot , Sébastien Gadat , Thierry Klein , Clément Marteau

2011

Pré-publication, Document de travail hal-00593922v1
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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

Rapport (rapport de recherche) hal-02532713v2