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Extended generalised variances, with applications

Luc Pronzato , Henry P. Wynn , Anatoly A. Zhigljavsky
Bernoulli, 2017, 23 (4A), pp.2617-2642. ⟨10.3150/16-BEJ821⟩
Article dans une revue hal-01308092v1

Plans exploratoires pour expériences numériques

Luc Pronzato
43ème Journées de Statistiques, SFdS, May 2011, Tunis, Tunisie
Communication dans un congrès hal-01308270v1

Bayesian local kriging

Luc Pronzato
ENBIS’2014 (14th Annual Conf. of the European Network for Business and Industrial Statistics), ENBIS, Sep 2014, Linz, Austria
Communication dans un congrès hal-01308306v1

A measure of dispersion based on average exponentiated volumes, with application in experimental design

Luc Pronzato
ProbaStat'2015, Slovak Academy of Sciences/Comenius University, Bratislava, Jun 2015, Smolenice, Slovakia
Communication dans un congrès hal-01308316v1
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Optimal experimental design and quadratic optimization

Rebecca Haycroft , Luc Pronzato , Henry P. Wynn , Anatoly A. Zhigljavsky
ProbaStat 2006, Jun 2006, Smolenice, Slovakia. pp.115-123
Communication dans un congrès hal-00322795v1

Most likely maximum entropy for population analysis with region-censured data

Youssef Bennani , Luc Pronzato , João Rendas
Entropy, 2015, 17 (6), pp.3963-3988. ⟨10.3390/e17063963⟩
Article dans une revue hal-01308165v1
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Design of computer experiments: space filling and beyond

Luc Pronzato , Werner G. Müller
Statistics and Computing, 2012, 22 (3), pp.681-701. ⟨10.1007/s11222-011-9242-3⟩
Article dans une revue istex hal-00685876v1
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Adaptive design criteria motivated by a plug-in percentile estimator

Rodrigo Cabral Farias , Luc Pronzato , Maria-João Rendas
J. Pilz, V.B. Melas, A. Bathke. Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications, Springer, pp.141-177, 2023, 978-3-031-40054-4. ⟨10.1007/978-3-031-40055-1_8⟩
Chapitre d'ouvrage hal-02483076v1
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Minimum-energy measures for singular kernels

Luc Pronzato , Anatoly A. Zhigljavsky
Journal of Computational and Applied Mathematics, 2021, 382
Article dans une revue hal-02495643v2
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Model predictivity assessment: incremental test-set selection and accuracy evaluation

Elias Fekhari , Bertrand Iooss , Joseph Muré , Luc Pronzato , Maria-João Rendas
Studies in Theoretical and Applied Statistics, SIS 2021, Pisa, Italy, June 21-25, N. Salvati, C. Perna, S. Marchetti and R. Chambers (Eds), Springer Proceedings in Mathematics & Statistics, Springer, In press
Chapitre d'ouvrage hal-03523695v3
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Discrimination between Gaussian process models: active learning and static constructions

Elham Yousefi , Luc Pronzato , Markus Hainy , Werner G. Müller , Henry P. Wynn
Statistical Papers, 2023, ⟨10.1007/s00362-023-01436-x⟩
Article dans une revue hal-03909053v2
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A Sequential Design Method for the Inversion of an Unknown System

Régis Bettinger , Pascal Duchêne , Luc Pronzato
15th IFAC Symposium on System Identification, Jun 2009, Saint Malo, France. pp.1298-1303
Communication dans un congrès hal-00407826v1
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Incremental construction of nested designs based on two-level fractional factorial designs

Rodrigo Cabral Farias , Luc Pronzato , Maria-João Rendas
J. Pilz, V.B. Melas, A. Bathke. Statistical Modeling and Simulation for Experimental Design and Machine Learning Applications, Springer, pp.77-110, 2023, 978-3-031-40054-4. ⟨10.1007/978-3-031-40055-1_5⟩
Chapitre d'ouvrage hal-02483004v1
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Algorithmic construction of optimal designs on compact sets for concave and differentiable criteria

Luc Pronzato , Anatoly A. Zhigljavsky
Journal of Statistical Planning and Inference, 2014, 154, pp.141-155. ⟨10.1016/j.jspi.2014.04.005⟩
Article dans une revue hal-01001706v1
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Bregman divergences based on optimal design criteria and simplicial measures of dispersion

Luc Pronzato , Henry P. Wynn , Anatoly A. Zhigljavsky
Statistical Papers, 2019, 60, pp.195-214
Article dans une revue hal-01866846v1

Adaptive design and control

Luc Pronzato
Workshop on Experiments for processes with time or space dynamics, Isaac Newton Inst. for Mathematical Sciences, Jul 2011, Cambridge, United Kingdom
Communication dans un congrès hal-01308271v1
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A delimitation of the support of optimal designs for Kiefer's phi_p-class of criteria

Luc Pronzato
Statistics and Probability Letters, 2013, 83 (12), pp.2721-2728. ⟨10.1016/j.spl.2013.09.009⟩
Article dans une revue hal-00802972v2
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BLUE against OLSE in the location model: energy minimization and asymptotic considerations

Luc Pronzato , Anatoly A. Zhigljavsky
Statistical Papers, 2023
Article dans une revue hal-03909349v2

Design of Experiments in Nonlinear Models. Asymptotic Normality, Optimality Criteria and Small-Sample Properties

Luc Pronzato , Andrej Pazman
Springer, pp.399, 2013, Lecture Notes in Statistics, 978-1-4614-6362-7. ⟨10.1007/978-1-4614-6363-4⟩
Ouvrages hal-00879984v1

Optimal Design and Related Areas in Optimization and Statistics

Luc Pronzato , Anatoly A. Zhigljavsky
Springer, pp.224, 2009, ⟨10.1007/978-0-387-79936-0⟩
Ouvrages hal-00359217v1
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Asymptotic properties of nonlinear estimates in stochastic models with finite design space

Luc Pronzato
Statistics and Probability Letters, 2009, 79, pp.2307-2313. ⟨10.1016/j.spl.2009.07.025⟩
Article dans une revue hal-00416008v1
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Asymptotic Properties of Nonlinear Least Squares Estimates in Stochastic Regression Models Over a Finite Design Space. Application to Self-Tuning Optimisation

Luc Pronzato
15th IFAC Symposium on System Identification, Jun 2009, Saint Malo, France. pp.156-161
Communication dans un congrès hal-00407817v1
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Spectral approximation of the IMSE criterion for optimal designs in kernel-based interpolation models.

Bertrand Gauthier , Luc Pronzato
SIAM/ASA Journal on Uncertainty Quantification, 2014, 2, pp.805-825
Article dans une revue hal-00913466v4
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Maximisation séquentielle de la diversité des sorties d'un système boîte noire à l'aide de krigeage

Régis Bettinger , Pascal Duchêne , Luc Pronzato , Eric Thierry
39èmes journées de statistique, Jun 2007, Angers, France. 6 p
Communication dans un congrès hal-00170658v1
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Optimum design accounting for the global nonlinear behavior of the model

Andrej Pazman , Luc Pronzato
Annals of Statistics, 2014, 42 (4), pp.1426-1451. ⟨10.1214/14-AOS1232⟩
Article dans une revue hal-00875302v2

Relations between designs for prediction and estimation in random fields

Werner G. Müller , Luc Pronzato , Helmut Waldl
E. Porcu, J.–M. Montero, M. Schlather. Advances and Challenges in Space-time Modelling of Natural Events, 207, Springer, 125-139, Chap. 6 2012, Lecture Notes in Statistics, ⟨10.1007/978-3-642-17086-7_6⟩
Chapitre d'ouvrage istex hal-01308263v1
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Simplicial variances, potentials and Mahalanobis distances

Luc Pronzato , Henry P. Wynn , Anatoly A. Zhigljavsky
Journal of Multivariate Analysis, 2018, 168, pp.276-289. ⟨10.1016/j.jmva.2018.08.002⟩
Article dans une revue hal-01863605v1

Revisiting Morris method : a polynomial algebra for design definition with increased efficiency and observability

Jean-Marc Fedou , Menez Gilles , Luc Pronzato , João Rendas
SAMO’2013 (7th Int. Conf. on Sensitivity Analysis of Model Output), Jul 2013, Nice, France
Communication dans un congrès hal-01308301v1
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Quantile and probability-level criteria for nonlinear experimental design

Andrej Pazman , Luc Pronzato
8th Int. Workshop in Model-Oriented Design and Analysis, Jun 2007, Almagro, Spain. pp.157-164
Communication dans un congrès hal-00170634v1
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Asymptotic properties of adaptive penalized optimal designs over a finite space

Luc Pronzato
mODa 9 - 9th International Workshop in Model-Oriented Design and Analysis, Jun 2010, Bertinoro, Italy. pp.165-172, ⟨10.1007/978-3-7908-2410-0_22⟩
Communication dans un congrès istex hal-00504632v1