Nombre de documents

81

HAL publications d'Emmanuel Vazquez


Emmanuel Vazquez works at Laboratoire des Signaux et Systèmes@CENTRALESUPELEC (Gif-sur-Yvette, France).

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Keywords: Gaussian processes, kriging, Bayesian optimization, computer experiments

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Article dans une revue15 documents

  • Julien Bect, Ling Li, Emmanuel Vazquez. Bayesian subset simulation. SIAM/ASA Journal on Uncertainty Quantification, ASA, American Statistical Association, 2017, 5 (1), pp.762-786. 〈http://epubs.siam.org/doi/10.1137/16M1078276〉. 〈10.1137/16M1078276〉. 〈hal-01253706v4〉
  • Paul Feliot, Julien Bect, Emmanuel Vazquez. A Bayesian approach to constrained single- and multi-objective optimization. Journal of Global Optimization, Springer Verlag, 2017, 67 (1), pp.97-133. 〈http://dx.doi.org/10.1007/s10898-016-0427-3〉. 〈hal-01207679v3〉
  • Rémi Stroh, Julien Bect, Séverine Demeyer, Nicolas Fisher, Damien Marquis, et al.. Assessing fire safety using complex numerical models with a Bayesian multi-fidelity approach. Fire Safety Journal, Elsevier, 2017, 91, pp.1016-1025. 〈10.1016/j.firesaf.2017.03.059〉. 〈hal-01568843〉
  • Clément Chevalier, Julien Bect, David Ginsbourger, Emmanuel Vazquez, Victor Picheny, et al.. Fast parallel kriging-based stepwise uncertainty reduction with application to the identification of an excursion set. Technometrics, Taylor & Francis, 2014, 56 (4), pp.455-465. 〈10.1080/00401706.2013.860918〉. 〈hal-00641108v2〉
  • Julien Bect, David Ginsbourger, Ling Li, Victor Picheny, Emmanuel Vazquez. Sequential design of computer experiments for the estimation of a probability of failure. Statistics and Computing, Springer Verlag (Germany), 2012, 22 (3), pp.773-793. 〈10.1007/s11222-011-9241-4〉. 〈hal-00689580〉
  • Emmanuel Vazquez, Julien Bect. Convergence properties of the expected improvement algorithm with fixed mean and covariance functions. Journal of Statistical Planning and Inference, Elsevier, 2010, 140 (11), pp.3088-3095. 〈10.1016/j.jspi.2010.04.018〉. 〈hal-00217562〉
  • Sandor Bilicz, Marc Lambert, Emmanuel Vazquez, Szabolcs Gyimothy. Combination of maximin and kriging prediction methods for eddy-current testing database generation. Journal of Physics: Conference Series, IOP Publishing, 2010, 255 (1), pp.012003. 〈10.1088/1742-6596/255/1/012003〉. 〈hal-00561240〉
  • Aimad El Habachi, Emmanuelle Conil, Abdelhamid Hadjem, Emmanuel Vazquez, M.F. Wong, et al.. Statistical Analysis of the Whole Body Absorption Depending on Anatomical Human Characteristics at the Frequency of 2.1 GHz. Physics in Medicine and Biology, IOP Publishing, 2010, 55 (7), pp.1875-1887. 〈10.1088/0031-9155/55/7/006〉. 〈hal-00464296〉
  • Sandor Bilicz, Emmanuel Vazquez, Szabolcs Gyimothy, Jozsef Pavo, Marc Lambert. Kriging for Eddy-Current Testing Problems. IEEE Transactions on Magnetics, Institute of Electrical and Electronics Engineers, 2010, 46 (8), pp.3165--3168. 〈10.1109/TMAG.2010.2043418〉. 〈hal-00505001〉
  • Sandor Bilicz, Emmanuel Vazquez, Marc Lambert, Szabolcs Gyimothy, Jozsef Pavo. Characterization of a 3D defect using the Expected Improvement algorithm. COMPEL: The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, Emerald, 2009, 28 (4), pp.851--864. 〈10.1108/03321640910958964〉. 〈hal-00381468〉
  • Julien Villemonteix, Emmanuel Vazquez, Eric Walter. An informational approach to the global optimization of expensive-to-evaluate functions. Journal of Global Optimization, Springer Verlag, 2009, 44 (4), pp.509-534. 〈10.1007/s10898-008-9354-2〉. 〈hal-00354262v2〉
  • Julien Villemonteix, Emmanuel Vazquez, Maryan Sidorkiewicz, Eric Walter. Global optimization of expensive-to-evaluate functions: an empirical comparison of two sampling criteria. Journal of Global Optimization, Springer Verlag, 2009, 43 (2-3), pp. 373-389. 〈10.1007/s10898-008-9313-y〉. 〈hal-00354656v2〉
  • José Egea, Emmanuel Vazquez, Julio Banga, Rafael Marti. Improved scatter search for the global optimization of computationally expensive dynamic models. Journal of Global Optimization, Springer Verlag, 2009, 43 (2-3), pp.175-190. 〈hal-00446227〉
  • Emmanuel Vazquez, Julien Villemonteix, Maryan Sidorkiewicz, Eric Walter. Global optimization based on noisy evaluations: an empirical study of two statistical approaches. Journal of Physics: Conference Series, IOP Publishing, 2008, Vol. 135 (N°012100), 8 p. 〈hal-00278188v2〉
  • Emmanuel Vazquez, Gilles Fleury, Eric Walter. Kriging for indirect measurement, with application to flow measurement. IEEE Transactions on Instrumentation and Measurement, Institute of Electrical and Electronics Engineers, 2006, Vol.55 (N°1), pp.343-349. 〈10.1109/TIM.2005.861498〉. 〈hal-00257729〉

Communication dans un congrès58 documents

  • Rémi Stroh, Julien Bect, Emmanuel Vazquez, Séverine Demeyer, Nicolas Fischer. Sequential design of experiment on a stochastic multi-fidelity simulator to estimate a probability of exceeding a threshold. Journées annuelles du GdR MASCOT NUM (MASCOT NUM 2017), Mar 2017, Paris, France. 〈http://www.gdr-mascotnum.fr/mascot17.html〉. 〈hal-01569604〉
  • Rémi Stroh, Séverine Demeyer, Nicolas Fischer, Julien Bect, Emmanuel Vazquez. Sequential design of experiments to estimate a probability of exceeding a threshold in a multi-fidelity stochastic simulator. 61th World Statistics Congress of the International Statistical Institute (ISI 2017), Jul 2017, Marrakech, Morocco. 〈http://www.isi2017.org〉. 〈hal-01569037〉
  • Rémi Stroh, Julien Bect, Séverine Demeyer, Nicolas Fischer, Emmanuel Vazquez. Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure. 11th International Conference on Advanced Mathematical and Computational Tools in Metrology and Testing (AMTCM 2017) , Aug 2017, Glasgow, United Kingdom. 2017. 〈hal-01590748〉
  • Paul Feliot, Julien Bect, Emmanuel Vazquez. BMOO: a Bayesian Multi-Objective Optimization algorithm. Journées annuelles du GdR MASCOT NUM (MASCOT NUM 2016), Mar 2016, Toulouse, France. 〈https://mascot2016.sciencesconf.org〉. 〈hal-01377761〉
  • Julien Bect, Roman Sueur, Emmanuel Vazquez. Bias and Variance in the Bayesian Subset Simulation Algorithm. 2016 SIAM Conference on Uncertainty Quantification, Apr 2016, Lausanne, Switzerland. 〈http://meetings.siam.org/sess/dsp_talk.cfm?p=74199〉. 〈hal-01377732〉
  • Paul Feliot, Yves Le Guennec, Julien Bect, Emmanuel Vazquez. Design of a commercial aircraft environment control system using Bayesian optimization techniques. 5th International Conference on Engineering Optimization, Jun 2016, Iguassu Falls, Brazil. Proceedings of the 5th International Conference on Engineering Optimization - Iguassu Falls, Brazil, 19-23 June 2016. 〈http://engopt.org/proceedings.php?by=author&cod=309&desc=Paul%20FELIOT〉. 〈hal-01377722〉
  • Rémi Stroh, Julien Bect, Emmanuel Vazquez, Séverine Demeyer, Nicolas Fischer, et al.. Planification et analyse d’expériences numériques, appliquées à la sécurité en ingénierie incendie. 21èmes journées du GDR Feux, Jan 2016, Cadarache, France. 〈http://gdrfeux.univ-lorraine.fr/janvier-2016-cadarache/〉. 〈hal-01377795〉
  • Rémi Stroh, Julien Bect, Séverine Demeyer, Nicolas Fischer, Emmanuel Vazquez. Gaussian process modeling for stochastic multi-fidelity simulators, with application to fire safety. 48èmes Journées de Statistique de la SFdS (JdS 2016), May 2016, Montpellier, France. 〈hal-01312988〉
  • Julien Bect, Roman Sueur, Alexis Gérossier, Loïc Mongellaz, Sébastien Petit, et al.. Échantillonnage préférentiel et méta-modèles : méthodes bayésiennes optimale et défensive. 47èmes Journées de Statistique de la SFdS - JdS 2015, Jun 2015, Lille, France. 〈hal-01163632〉
  • Héloïse Dutrieux, Ivana Aleksovska, Julien Bect, Emmanuel Vazquez, Delille Gauthier, et al.. The Informational Approach to Global Optimization in presence of very noisy evaluation results. Application to the optimization of renewable energy integration strategies. 47èmes Journées de Statistique de la SFdS (JdS 2015), Jun 2015, Lille, France. 〈hal-01163565〉
  • Paul Feliot, Julien Bect, Emmanuel Vazquez. A Bayesian approach to constrained multi-objective optimization of expensive-to-evaluate functions. World Congress on Global Optimization (WCGO 2015), Feb 2015, Gainesville (Florida), United States. 〈http://www.caopt.com/WCGO/〉. 〈hal-01322564〉
  • Paul Feliot, Julien Bect, Emmanuel Vazquez. A Bayesian Approach to Constrained Multi-objective Optimization. Learning and Intelligent Optimization: 9th International Conference, LION 9. Revised Selected Papers., Jan 2015, Lille, France. 8994, pp.256-261, 2015, Lecture Notes in Computer Science. 〈10.1007/978-3-319-19084-6_24〉. 〈hal-01170137〉
  • Julien Bect, Bousquet Nicolas, Bertrand Iooss, Shijie Liu, Alice Mabille, et al.. Quantification et réduction de l'incertitude concernant les propriétés de monotonie d'un code de calcul coûteux à évaluer. Société Française de Statistique (SFdS). 46èmes Journées de Statistique de la SFdS (JdS 2014), Jun 2014, Rennes, France. 6 p., 2014. 〈hal-01057322〉
  • Paul Feliot, Julien Bect, Emmanuel Vazquez. A Bayesian subset simulation approach to constrained global optimization of expensive-to-evaluate black-box functions. PGMO-COPI’14, Oct 2014, Palaiseau, France. Proceedings of the Conference on Optimization & Practices in Industry. 〈hal-01078397v2〉
  • Julien Bect, Emmanuel Vazquez. Bayes-optimal importance sampling for computer experiments. 7th International Workshop on Simulation (IWS 2013), May 2013, Rimini, Italy. 〈hal-00933660〉
  • Benoit Jan, Julien Bect, Emmanuel Vazquez. Fully Bayesian approach for the estimation of (first-order) Sobol indices. 7th International Conference on Sensitivity Analysis of Model Output (MASCOT-SAMO 2013), Jul 2013, Nice, France. 〈hal-00846727〉
  • Benoit Jan, Julien Bect, Emmanuel Vazquez, Pierre Lefranc. Approche bayésienne pour l'estimation d'indices de Sobol. JdS 2013, May 2013, Toulouse, France. CD-ROM Proceedings (6 p.), 2013. 〈hal-00846747〉
  • Ling Li, Julien Bect, Emmanuel Vazquez. Bayesian Subset Simulation: a kriging-based subset simulation algorithm for the estimation of small probabilities of failure. 11th International Probabilistic Assessment and Management Conference (PSAM11) and The Annual European Safety and Reliability Conference (ESREL 2012), Jun 2012, Helsinki, Finland. CD-ROM Proceedings (10 p.), 2012. 〈hal-00715316〉
  • Romain Benassi, Julien Bect, Emmanuel Vazquez. Optimisation bayésienne par méthodes SMC. Journées annuelles du GdR MASCOT-NUM (MASCOT-NUM'12), Mar 2012, France. 〈hal-00669170〉
  • Nicolas Fischer, Eric Georgin, Amine Ismail, Emmanuel Vazquez, Laurent Le Brusquet. A nonparametric model for sensors used in a dynamic context. 7th International Workshop on Analysis of Dynamic Measurements, Oct 2012, Paris, France. 〈hal-00756461〉
  • Romain Benassi, Julien Bect, Emmanuel Vazquez. Bayesian optimization using sequential Monte Carlo. Youssef Hamadi and Marc Schoenauer. 6th International Conference on Learning and Intelligent Optimization (LION6), Jan 2012, Paris, France. Springer Berlin Heidelberg, pp.339-342, 2012, Lecture Notes in Computer Science. 〈10.1007/978-3-642-34413-8_24〉. 〈hal-00717195〉
  • Romain Benassi, Julien Bect, Emmanuel Vazquez. Optimisation bayésienne par méthodes SMC. 44èmes journées de Statistique (JdS 2012), May 2012, Bruxelles, Belgique. CD-ROM Proceedings (6 p.), 2012. 〈hal-00690675〉
  • Romain Benassi, Julien Bect, Emmanuel Vazquez. Robust Gaussian process-based global optimization using a fully Bayesian expected improvement criterion. 5th International Conference on Learning and Intelligent Optimization (LION 5), Jan 2011, Rome, Italy. Springer, 6683, pp.176-190, 2011, Lecture Notes in Computer Science. 〈10.1007/978-3-642-25566-3_13〉. 〈hal-00607816〉
  • Ling Li, Julien Bect, Emmanuel Vazquez. A numerical comparison of kriging-based sequential strategies for estimating a probability of failure. 11th International Conference on Applications of Statistics and Probability Civil Engineering (ICASP'11), Aug 2011, Zurich, Switzerland. CD-ROM Proceedings (7 p.), 2011. 〈hal-00639430〉
  • Emmanuel Vazquez, Julien Bect. Sequential search based on Kriging: convergence analysis of some algorithms. 58th World Statistics Congress of the International Statistical Institute, Aug 2011, Dublin, Ireland. (10 p.), 2011. 〈hal-00643159〉
  • Aimad El Habachi, Emmanuelle Conil, Abdelhamid Hadjem, Emmanuel Vazquez, A. Gati, et al.. Multidimensional collocation stochastic method to evaluate the Whole Specific Absorption Rate for a given population. Point meeting of the Bioelectromagnetics Society and The European Bioelectromagnetics Association (BioEM'10), Jun 2010, Séoul, North Korea. CD-ROM Proceedings (2 p.), 2010. 〈hal-00524214〉
  • Aimad El Habachi, Emmanuelle Conil, Abdehamid Hadjem, A. Gati, Emmanuel Vazquez, et al.. Bayesian experiment planning applied to numerical dosimetry. Point meeting of the Biolelectromagnetics Society and the European Bioelectromagnetics Association (BioEM'10), Jun 2010, Séoul, North Korea. CD-ROM Proceedings (2 p.), 2010. 〈hal-00524205〉
  • Romain Benassi, Julien Bect, Emmanuel Vazquez. Étude d'un nouveau critère d'optimisation bayésienne. Journées annuelles du GdR MASCOT-NUM (MASCOT-NUM'10), Mar 2010, Avignon, France. 〈hal-00482544〉
  • Ling Li, Julien Bect, Emmanuel Vazquez. A numerical comparison of two sequential kriging-based algorithms to estimate a probability of failure. Uncertainty in Computer Models (UCM) 2010, Jul 2010, Sheffield, United Kingdom. 〈hal-00482541〉
  • Julien Bect, Ling Li, Emmanuel Vazquez. Planification séquentielle pour l'estimation de probabilités de défaillance. Atelier "événements rares" du GdR MASCOT-NUM, May 2010, Paris, France. 〈hal-00482518〉
  • Aimad El Habachi, Emmanuelle Conil, Emmanuel Vazquez, Abdelhamid Hadjem, A. Gati, et al.. Plan d'expériences séquentiel appliqué à la dosimétrie numérique. 15è Colloque International et Exposition sur la compatibilité Electromagnétique (CEM'10), Apr 2010, Limoges, France. CD-ROM Proceedings (2 p.), 2010. 〈hal-00524199〉
  • Emmanuel Vazquez, Julien Bect. Pointwise consistency of the kriging predictor with known mean and covariance functions. Physica-Verlag. 9th International Workshop in Model-Oriented Design and Analysis, Jun 2010, Bertinoro, Italy. Springer, pp.221-228, 2010, Contributions to Statistics. 〈10.1007/978-3-7908-2410-0〉. 〈hal-00440827〉
  • Aurélie Arnaud, Julien Bect, Mathieu Couplet, Alberto Pasanisi, Emmanuel Vazquez. Évaluation d'un risque d'inondation fluviale par planification séquentielle d'expériences. 42èmes Journées de Statistique, 2010, Marseille, France, France. 2010. 〈inria-00494767〉
  • Aimad El Habachi, Emmanuelle Conil, Abdehamid Hadjem, Emmanuel Vazquez, Gilles Fleury, et al.. Identification of factors influencing the Whole Body Absorption Rate using statistical analysis. Proceedings of the The joint meeting of the Biolecetromagnetics Society and the European Bioelectromagnetics Association (BioEM'09), Jun 2009, Davos, Switzerland. 〈hal-00422239〉
  • Aimad El Habachi, Emmanuelle Conil, Abdehamid Hadjem, Emmanuel Vazquez, Gilles Fleury, et al.. Identification des facteurs morphologiques impactant le Débit d'Absorption Spécifique du Corps Entier. Proccedings of the Aremif'09, Apr 2009, Paris, France. 〈hal-00422245〉
  • Aimad El Habachi, Emmanuelle Conil, Gilles Fleury, Emmanuel Vazquez, Abdelhamid Hadjem, et al.. Analyse statistique de la puissance absorbée par le corps entier en radiofréquence. 16è journées Nationales Microondes (JNM'09), May 2009, Grenoble, France. CD-ROM Proceedings, 4 p., 2009. 〈hal-00422283〉
  • Sandor Bilicz, Emmanuel Vazquez, Szabolcs Gyimothy, Marc Lambert. Génération et analyse optimale de bases de données. 2ième forum DIGITEO, Oct 2009, Palaiseau, France. 〈hal-00441759〉
  • Sandor Bilicz, Emmanuel Vazquez, Szabolcs Gyimothy, Jozsef Pavo, Marc Lambert. Kriging for eddy-current testing problems. 17th Conference on the Computation of Electromagnetic Fields (COMPUMAG'09), Nov 2009, Florianopolis, Brazil. pp.3--4, 2009. 〈hal-00438557v2〉
  • Sandor Bilicz, Emmanuel Vazquez, Jozsef Pavo, Marc Lambert, Szabolcs Gyimothy. Eddy-current testing with the Expected Improvement optimization algorithm. 15th IFAC Symposium on System Identification (SYSID'09), Jul 2009, Saint-Malo, France. pp.1750--1755, 2009. 〈hal-00370919〉
  • S. Bilicz, Marc Lambert, Emmanuel Vazquez, S. Gyimothy. A new database generation method combining maximin method and kriging prediction for eddy-current testing. 14th International Workshop on Electromagnetic Non--Destructive Evaluation (ENDE'09), Jul 2009, Dayton, United States. pp.84-85, 2009. 〈hal-00365368〉
  • Sandor Bilicz, Emmanuel Vazquez, Jozsef Pavo, Marc Lambert, Szabolcs Gyimothy. Eddy-current testing with the Expected Improvement optimization algorithm. 15th IFAC Symposium on System Identification, SYSID 2009, Jul 2009, Saint-Malo, France. 〈hal-00446202〉
  • S. Bilicz, Emmanuel Vazquez, Marc Lambert, S. Gyimothy, J. Pavo. The ``Expected Improvement'' global optimization algorithm for the solution of eddy-current testing inverse problems. 14th International Workshop on Electromagnetic Non-Destructive Evaluation (ENDE'09), Jul 2009, Dayton, United States. pp.144-145, 2009. 〈hal-00365339〉
  • Julien Villemonteix, Emmanuel Vazquez, Eric Walter. Bayesian optimization for parameter identification on a small simulation budget. 15th IFAC Symposium on System Identification, SYSID 2009, Jul 2009, Saint-Malo, France. 6 p., 2009. 〈hal-00368152〉
  • Sandor Bilicz, Marc Lambert, Emmanuel Vazquez, Szabolcs Gyimothy. Combination of Maximin and Kriging Prediction Methods for Eddy-Current Testing Database Generation. Workshop on Electromagnetic Inverse Problems, Jun 2009, Manchester, United Kingdom. 〈hal-00447736〉
  • Emmanuel Vazquez, Julien Bect. A sequential Bayesian algorithm to estimate a probability of failure. 15th IFAC Symposium on System Identification, SYSID 2009, Jul 2009, Saint-Malo, France. 5 p., 2009. 〈hal-00368158v2〉
  • Sylvain Vinet, Emmanuel Vazquez. Black-box identification and simulation of continuous-time nonlinear systems with random processes. 17th IFAC World Congress International Federation of Automatic Control, Jul 2008, Seoul, South Korea. pp. 14391-14396, 2008. 〈hal-00270274〉
  • Cecile Germain-Renaud, Emmanuel Vazquez, David Colling. Towards a statistical model of EGEE load. 3rd EGEE User Forum, Feb 2008, Clermont-Ferrand, France. 2008. 〈inria-00289568〉
  • Sandor Bilicz, Emmanuel Vazquez, Marc Lambert, Szabolcs Gyimothy, Jozsef Pavo. Characterization of a 3D defect using the Expected Improvement algorithm. IGTE 2008, Sep 2008, Graz, Austria. Proceedings of the 13th International IGTE Symposium on Numerical Field Calculation in Electrical Engineering. 〈hal-01104089〉
  • Sylvain Vinet, Emmanuel Vazquez. Identification boîte noire et simulation de systèmes non-linéaires à temps continu par prédiction linéaire de processus aléatoires. CIFA - Conférence Internationale Francophone d'Automatique, Sep 2008, Bucarest, Roumanie. pp.N.A., 2008. 〈hal-00273818〉
  • S. Bilicz, Emmanuel Vazquez, Marc Lambert, S. Gyimothy, J. Pavo. Characterization of a 3D defect using the Expected Improvement algorithm. 13th IGTE - Symposium on Numerical Field Calculation in Electrical Engineering, Sep 2008, Graz, Austria. 〈hal-00354370〉
  • José Egea, Emmanuel Vazquez, Julio Banga, Rafael Marti. Improved scatter search for the global optimization of computationally expensive dynamic models. Advances in Global Optimization : Method and Applications, 2007, Myconos, Greece. 〈hal-00259278〉
  • Julien Villemonteix, Emmanuel Vazquez, Eric Walter. Identification of expensive-to-simulate parametric models using Kriging and Stepwise Uncertainty Reduction. Conference on Decision and Control, Dec 2007, New Orleans, United States. pp.5505-5510, 2007, 〈10.1109/CDC.2007.4434190〉. 〈hal-00252148〉
  • Julien Villemonteix, Emmanuel Vazquez, Maryan Sidorkiewicz, Eric Walter. Gradient-based IAGO strategy for the global optimization of expensive-to-evaluate functions and application to intake-port design. Advances in Global Optimization : Method and Applications, Jun 2007, Myconos, Greece. 〈hal-00257724〉
  • Emmanuel Vazquez, Miguel Piera-Martinez. Estimation du volume des ensembles d'excursion d'un processus Gaussien par Krigeage intrinsèque. Conférence Journée de Statistiques, Jun 2007, Angers, France. pp.CD-ROM Proceedings, 2007. 〈hal-00256148〉
  • Miguel Piera-Martinez, Emmanuel Vazquez, Eric Walter, Gilles Fleury. RKHS classification for multivariate extreme-value analysis. IASC 07 - Statistics for Data Mining, Learning and Knowledge Extraction, 2007, Portugal. pp.NA, 2007. 〈hal-00216153〉
  • Miguel Piera-Martinez, Emmanuel Vazquez, Eric Walter, Gilles Fleury, Richard Kielbasa. Estimation of extreme values, with application to uncertain systems. Symposium on System Identification, Mar 2006, Newcastle, Australia. pp.1027-1032, 2006. 〈hal-00257754〉
  • Miguel Piera-Martinez, Emmanuel Vazquez, Gilles Fleury, Eric Walter. Application de la classification à vecteurs de support pour l'estimation de quantiles multidimensionnels extrêmes. 38èmes Journées de Statistiques, May 2006, Clamart, France. 〈hal-00279071〉
  • Emmanuel Vazquez, Eric Walter. Estimating derivatives and integrals with Kriging. IEEE 44th Conference on Decision and Control & European Control Conference, Dec 2005, pp 8156-8161, 2005. 〈hal-00369893〉

Poster3 documents

  • Rémi Stroh, Julien Bect, Séverine Demeyer, Nicolas Fischer, Emmanuel Vazquez. Design and analysis of multi-level numerical experiments, with application to fire safety. Journées annuelles du GdR MASCOT NUM (MASCOT NUM 2016), Mar 2016, Toulouse, France. 〈hal-01331171〉
  • Paul Feliot, Julien Bect, Emmanuel Vazquez. A Bayesian approach to constrained multi-objective optimization. Journées annuelles du GdR MASCOT NUM (MASCOT NUM 2015), Apr 2015, Saint-Etienne, France. 2015, 〈http://www.gdr-mascotnum.fr/mascot15.html〉. 〈hal-01323031〉
  • Julien Bect, Nicolas Bousquet, Bertrand Iooss, Shijie Liu, Alice Mabille, et al.. Uncertainty quantification and reduction for the monotonicity properties of expensive-to-evaluate computer models. Uncertainty in Computer Models 2014 Conference, Jul 2014, Sheffield, United Kingdom. 〈hal-01103724〉

Chapitre d'ouvrage1 document

  • Sandor Bilicz, Marc Lambert, Emmanuel Vazquez, Szabolcs Gyimothy. A new database generation method combining maximin method and kriging prediction for eddy-current testing. Electromagnetic Non--Destructive Evaluation (XIII), IOS Press, pp.199--206, 2010. 〈hal-00504952〉

Autre publication1 document

  • Paul Feliot, Julien Bect, Emmanuel Vazquez. Bayesian multi-objective optimization with constraints: Application to the design of a commercial aircraft environment control system. GdR MASCOT-NUM working meeting "Dealing with stochastics in optimization problems", May 26, 2016,.. 2016. 〈hal-01323028〉

Pré-publication, Document de travail1 document

  • Julien Villemonteix, Emmanuel Vazquez, Maryan Sidorkiewicz, Eric Walter. Global optimization of expensive-to-evaluate functions: an empirical comparison of two sampling criteria. 2008. 〈hal-00205120〉

Thèse1 document

  • Emmanuel Vazquez. Modélisation comportementale de systèmes non-linéaires multivariables par méthodes à noyaux et applications. Automatique / Robotique. Université Paris Sud - Paris XI, 2005. Français. 〈tel-00010199〉

HDR1 document

  • Emmanuel Vazquez. Sequential search strategies based on kriging. Computation [stat.CO]. Université Paris-Sud, 2015. 〈tel-01266334〉