PUBLICATIONS
Listed (more or less in chronological order) in each of the following
categories:
Books
Journal
papers
Books Chapters
Conference papers
Internal
Reports and unpublished communications...
You can
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look at MathSciNet
- E. Walter
and L. Pronzato. ``Identification
de
Modèles Paramétriques à Partir de Données Expérimentales'',
Masson, Paris, 1994.
xx+371 pages.
- E. Walter
and L. Pronzato. ``Identification
of
Parametric Models from Experimental Data'', Springer-Verlag,
Heidelberg, 1997. xviii+413
pages.
- A.C.
Atkinson, L. Pronzato and H.P. Wynn (eds.). ``Recent Advances in
Model-Oriented
Data Analysis and Experimental Design'' , Proceedings
MODA'5,
Marseilles, France, June 22-26, 1998, Physica-Verlag,
Heidelberg, 1998. xiv+300 pages.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Dynamical
Search. Applications of Dynamical Systems in Search and
Optimisation''
, Chapman
& Hall-CRC Press, Boca Raton, London. x+221 pages, 2000.
- L. Pronzato and A.A. Zhigljavsky
(eds.). ``Optimal Design and Related
Areas in Optimization and Statistics", Springer Optimization
and
Its Applications, vol. 28. Springer-Verlag, Heidelberg. xvi+224 pages, 2009. http://www.springer.com/978-0-387-79935-3
- L. Pronzato and A. Pazman. ``Design of Experiments in
Nonlinear Models",
Springer (Lecture Notes in Statistics, Vol. 212), New York,
Heidelberg,
XV+399 pages, 2013. http://link.springer.com/book/10.1007/978-1-4614-6363-4/page/1
National
:
- L. Pronzato and E. Walter.
``Détermination
bayesienne des conditions opératoires
maximisant
un critère de qualité'', Statistique et Analyse des Données,
16(2) :107-125, 1991.
- N.I. Chernov, G.A. Ososkov
and L. Pronzato. ``3-dimensional vertex
reconstruction from 2-dimensional tracks observations using
likelihood
inference'', Applications of Mathematics, 37(6):
437-452, 1992.
- L. Pronzato. ``Discussion
of the paper ``The foundation of
experimental design and
observation'' by H.P. Wynn'', J. of the Italian Statistical
Society, 2(2): 159-163, 1993.
- F. Berthier, J.-P. Diard,
C. Montella, L. Pronzato
and E. Walter. ``Sur
l'identifiabilité structurelle de la
réaction de Volmer-Heyrovsky'', J.
Chim. Phys., 90: 2069-2081,
1993.
- R. Gautier
and L. Pronzato. ``Some results
on
optimal allocation in two-step sequential design'',
Biometrical
Letters, 36(1): 15-30, 1999.
- R.Gautier and L. Pronzato.
``Adaptive control for sequential
design'', Discussiones
Mathematicae, Probability &
Statistics, 20(1): 97-114, 2000.
- L. Pronzato and E. Walter.
``Comment
éviter les
optimiseurs locaux parasites en estimation paramétrique non
linéaire'', J. Européen des Systèmes Automatisés, 36(3):
351-362,
2002.
- A. Pazman and L. Pronzato.
``Asymptotic criteria for designs in nonlinear regression with model
errors", Mathematica
Slovaca, 56:
543-553, 2006. http://hal.archives-ouvertes.fr/hal-00158853/fr/
- L.
Pronzato.
``Sélection séquentielle de conditions expérimentales non
contrôlées", J.
Européen des Systèmes Automatisés, 40(2): 197-209, 2006.
http://hal.archives-ouvertes.fr/hal-00259580/fr/
- L. Pronzato. ``On the
regularization of singular
c-optimal designs", Mathematica
Slovaca, 59(5):
611-626,
2009. http://hal.archives-ouvertes.fr/hal-00416002/fr/
- L. Pronzato. ``Minimax and maximin
space-filling designs:
some properties and methods for construction", J.
Société Française de
Statistique, 158(1):7-36,
2017.
International
:
- L. Pronzato, E. Walter, A.
Venot
and J.-F. Lebruchec. ``A general
purpose
global optimizer: implementation and applications'', Mathematics
and
Computers in Simulation, 26: 412-422, 1984.
- L. Pronzato and E. Walter.
``Robust experiment
design via stochastic approximation'', Mathematical
Biosciences,
75: 103-120, 1985.
- A. Venot, L. Pronzato,
E. Walter and J.-F. Lebruchec. ``A
distribution-free criterion for robust identification, with
applications in system modelling and image processing'', Automatica,
22(1): 105-109,
1986.
- E. Walter
and L. Pronzato. ``Optimal experiment
design for nonlinear models subject to large prior uncertainties'',
Modelling
Methodology Forum of the Amer. Journal
of Physiology,
253:
530-534, 1987.
- L. Pronzato and E. Walter.
``Robust experiment
design via maximin optimization'', Mathematical
Biosciences, 89: 161-176, 1988.
- L. Pronzato and E. Walter.
``Experiment design in a
bounded-error context: comparison with D-optimality'', Automatica,
25(3): 383-391,
1989.
- E. Walter,
L. Pronzato and A. Venot.
``Theoretical properties of sign change criteria for robust off-line
estimation'', Automatica,
25(6): 949-952, 1989.
- E. Walter
and L. Pronzato. ``Qualitative and
quantitative experiment design for phenomenological models - a
survey'', Automatica,
26(2):
195-213, 1990.
- L. Pronzato and E. Walter.
``Experiment design for
bounded error models'', Mathematics and Computers in
Simulation,
32(5-6): 571-584, 1990.
- A. Pazman and L. Pronzato.
``Nonlinear experimental design based on the distribution of
estimators'', J. of Statistical Planning and Inference,
33:
385-402, 1992.
- L. Pronzato and E. Walter.
``Experimental design
for estimating the optimum point in a response surface'', Acta
Applicandae Mathematicae
, 33: 45-68, 1993.
- L. Pronzato and E. Walter.
``Minimal-volume
ellipsoids'', Int. J. of Adaptive Control and Signal
Processing,
8:15-30, 1994.
- L. Pronzato and A. Pazman.
``Second-order approximation of the entropy in nonlinear
least-squares
estimation'', Kybernetika,
30(2): 187-198, 1994 (Erratum, 32(1):104, 1996).
- C. Kulcsar, L. Pronzato
and E. Walter. ``Optimal experimental design and therapeutic drug
monitoring'', Int. J. of Biomedical Computing, 36:
95-101, 1994.
- L. Pronzato and E. Walter.
``Minimum-volume
ellipsoids containing compact sets. Application to parameter
bounding'', Automatica,
30(11):
1731-1739, 1994.
- A. Venot, L. Pronzato
and E. Walter. ``Comments about the coincident bit counting (CBC)
criterion for image registration'', IEEE Trans. on Medical
Imaging, 13(3): 565-566, 1994.
- A. Pazman and L. Pronzato.
``A Dirac-function method for densities of nonlinear statistics and
for
marginal densities in nonlinear regression'', Statistics
&
Probability Letters, 26: 159-167, 1996.
- E. Walter,
L. Pronzato, Y. Soong, M. Otarod
and J. Happel.
``Modelling transcient tracing in
plug-flow reactors, a case study'', Industrial and
Engineering
Chemistry Research, 34: 483-487, 1995.
- F. Berthier, J.-P. Diard,
C. Montella, L. Pronzato
and E. Walter. ``Choice of experimental methods induced by
structural
properties of mechanisms", J. of Electroanalytical
Chemistry, 399: 1-6, 1995.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Dynamic
systems
in search and optimisation'', CWI
Quarterly, 8(3):
201-236, 1995.
- L. Pronzato, C. Kulcsar
and E. Walter. ``An actively
adaptive control policy for linear models'', IEEE
Trans. on Automatic Control, 41(6):
855-858, 1996.
- F. Berthier, J.-P. Diard,
L. Pronzato and E. Walter. ``Identifiability
and distinguishability
concepts in electrochemistry'', Automatica,
32(7): 973-984, 1996.
- E. Walter
and L. Pronzato. ``On the identifiability
and distinguishability
of nonlinear parametric models'', Mathematics and Computers
in
Simulation, 42: 125-134, 1996.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``A generalized
Golden-Section algorithm for line search'', IMA J. of
Mathematical Control and Information, 15: 185-214,
1998.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Stochastic
analysis of convergence via dynamic representation for a class
of
line-search algorithms'', Combinatorics,
Probability and Computing, 6: 205-229,
1997.
- C. Kulcsar, L. Pronzato
and E. Walter. ``Dual control of linearly parameterized models via
prediction of posterior densities'', European J. of Control,
2(2): 135-143, 1996.
- M. Otarod, J. Happel,
Y. Soong, E. Walter and L. Pronzato. ``Transcient isotopic tracing of nickel
catalyst
deactivation in a plug-flow reactor'', Applied Catalyst,
151:
97-107, 1997.
- M.J. Rendas, J.-Y. Tigli,
L. Pronzato, M.-C. Thomas, M. Ribo,
J. Santos-Victor, I.M.G. Lourtie and A.
Bernardino. ``Uncertainty
modelling and perceptual guiding for safe operation in unknown
environments'', Int. J. on Intelligent Control Systems, 2(2):
235-285,
1998.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Finite
sample
behaviour of an ergodically fast
line-search algorithm'', Computational
Optimization and Applications, 14: 75-86,
1999.
- L. Pronzato. ``On a
property
of the expected value of a determinant'', Statistics
& Probability Letters, 39: 161-165,
1998.
- J.-P.
Costa, L. Pronzato and E. Thierry.
``Nonlinear prediction by kriging, with
application to noise cancellation'', Signal Processing, 80:
553-566, 2000.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Analysis of
performance of symmetric second-order line search algorithms
through
continued fractions'' , IMA
J. of Mathematical Control and Information, 18:
281-296, 2001.
- L. Pronzato. ``Optimal
and
asymptotically optimal decision rules for sequential screening
and
resource allocation'' , IEEE
Trans. on Automatic Control, 46(5): 687-697, 2001.
- H.-F. Raynaud, L. Pronzato
and E. Walter. ``Robust identification and control based on
ellipsoidal
parametric uncertainty descriptions'', European J. of Control,
6(3): 245-257, 2000.
- L. Pronzato. ``Adaptive
optimization and D-optimum
experimental design'',
Annals of Statistics, 28(6): 1743-1761, 2000.
- L. Pronzato and E. Walter.
``Eliminating suboptimal
local minimizers in nonlinear parameter
estimation'', Technometrics,
43(4): 434-442, 2001.
- L. Pronzato and A. Pazman.
``Using densities of estimators to compare pharmacokinetic
experiments'', Computers in Biology and Medicine, 31:
179-195, 2001.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Renormalised
steepest descent in Hilbert space converges to a two-point
attractor'', Acta Applicandae Mathematicae,
67: 1-18, 2001.
- L. Pronzato. ``Information
matrices with random regressors.
Application to experimental design", J. of Statistical
Planning and Inference, 108:
189-200, 2002.
- S. Hadjihassan, A. Henkel,
E. Walter, S. Delage, L. Pronzato
and I. Vuchkov. ``Model-based approach
to
robust design, with application to microwave power transistors'', IEEE
Trans.
on Circuits and Systems, 49(1): 76-80, 2002.
- L. Pronzato and E.
Thierry. ``Sequential
experimental design and response optimisation", Statistical
Methods and Applications, 11: 277-292, 2003. (hal-01002348)
- L. Pronzato. ``Removing
non-optimal support points
in D-optimum design algorithms'', Statistics &
Probability
Letters, 63: 223-228, 2003.
- L. Pronzato. ``A minimax
equivalence theorem for optimum bounded design measures", Statistics
&
Probability Letters, 68: 325-331, 2004.
- L. Pronzato. ``On the
sequential construction of
optimum bounded designs", J. of Statistical Planning and
Inference, 136: 2783-2804, 2006. (hal-00416063/fr/)
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Kantorovich-type
inequalities for
operators via D-optimal design theory", Linear Algebra and
its
Applications (Special Issue on Linear Algebra and
Statistics), 410: 160-169, 2005.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Asymptotic
behaviour of a family
of gradient algorithms in R^d and
Hilbert
spaces", Mathematical Programming, A107: 409-438,
2006. (hal-00259553/fr/)
- E. Wolsztynski, E. Thierry
and L. Pronzato. ``Minimum
entropy estimation in semi parametric
models", Signal Processing, 85:
937-949, 2005.
- A. Pazman and L. Pronzato.
``On the irregular behavior of LS
estimators for Asymptotically singular
designs", Statistics & Probability Letters, 76:
1089-1096, 2006. (hal-00416062/fr/)
- R. Harman
and L. Pronzato. ``Improvements on
removing non-optimal support points in D-optimum design algorithms",
Statistics
& Probability Letters, 77: 90-94, 2007. (hal-00158649/fr/)
- L. Pronzato. ``Optimal
experimental design and some
related control problems", Automatica,
44: 303-325, 2008. (hal-00259532/fr/)
- N. Leonenko, L. Pronzato
and V. Savani. ``A class of Rényi
information estimators for
multidimensional densities", Annals of Statistics, 36(5):
2153-2182,
2008. (hal-00331300/fr/, correction
in AS, 38(6):3837-3838,
2010)
- L. Pronzato. ``One-step
ahead adaptive D-optimal
design on a finite design space is asymptotically optimal", Metrika,
71(2): 219-238,
2010. (DOI:
10.1007/s00184-008-0227-y,
hal-00396975/fr/)
- L. Pronzato. ``Penalized
optimal designs for
dose-finding", J. of Statistical Planning and Inference, 140:
283-296, 2010. (DOI:
10.1016/j.jspi.2009.07.012, hal-00416014/fr/)
- L. Pronzato. ``Asymptotic
properties of nonlinear
estimates in stochastic models with finite design space", Statistics
&
Probability Letters, 79: 2307-2313,
2009. (DOI:
10.1016/j.spl.2009.07.025,
hal-00416008/fr/)
- L. Pronzato and A.A. Zhigljavsky.
``Gradient algorithms for quadratic optimization with fast
convergence
rates", Computational Optimization and Applications, 50(3):
597-617,
2011 (DOI 10.1007/s10589-010-9319-5)
- W.G. Müller, L. Pronzato
and H. Waldl. ``Beyond space-filling:
An
illustrative case", Procedia Environmental Sciences, 7:
14-19, 2011 (DOI 10.1016/j.proenv.2011.07.004)
- L. Pronzato. ``Discussion
of the paper ``Optimum
design of experiments for statistical inference '' by S.G. Gilmour
and
L.A. Trinca'', J. of the Royal
Statistical Society, Series C (Applied Statistics), 61(3):
390, 2012.
- L. Pronzato and W.G. Müller.
``Design of computer experiments: space filling and beyond". Statistics
and
Computing, 22: 681-701, 2012 (DOI
10.1007/s11222-011-9242-3, hal-00685876)
- A.A. Zhigljavsky, L. Pronzato
and E. Bukina. ``An asymptotically
optimal
gradient algorithm for quadratic optimization with low computational
cost", Optimization Letters, 7(6):
1047-1059, 2013 (published on line 17/05/2012, DOI
10.1007/s11590-012-0491-7, hal-00630982)
- L. Pronzato, A.A. Zhigljavsky
and E. Bukina. ``Estimation of spectral
bounds in gradient algorithms", Acta Applicandae
Mathematicae, 127(1):
117-136, 2013 (DOI
10.1007/s10440-012-9794-z, hal-01001685)
- L. Pronzato. ``A
delimitation of the support of optimal designs for Kiefer's ?p-class
of criteria", Statistics
& Probability Letters, 83(12):
2721-2728,
2013 (DOI 10.1016/j.spl.2013.09.009,
hal-00802972, arXiv:1303.5046)
- L. Pronzato and A.A. Zhigljavsky.
“Algorithmic construction of optimal designs on compact sets for
concave and differentiable criteria”, J. of Statistical
Planning
and Inference, 154:141-155,
2014
(DOI 10.1016/j.jspi.2014.04.005, hal-01001706)
- A. Pazman and L. Pronzato.
“Optimum design accounting for the global nonlinear behaviour of the
model”, Annals of Statistics, 42(4):1426-1451,
2014
(DOI 10.1214/14-AOS1232, hal-00875302,
arXiv:1310.5559)
- B.
Gauthier and L. Pronzato. "Spectral
approximation of the IMSE criterion for optimal designs in
kernel-based
interpolation models", SIAM/ASA J.
Uncertainty
Quantification, 2:805-825, 2014 (DOI
10.1137/130928534, hal-00913466/)
- B.
Gauthier and L. Pronzato.
"Approximation
of IMSE-optimal designs via quadrature
rules and spectral decomposition", Communications
in
Statistics – Simulation and Computation, 45(5):1600-1612,
2016 (DOI
10.1080/03610918.2014.972518, hal-00936681v3/)
- Y. Bennani, Luc Pronzato
and J. Rendas. “Most likely maximum
entropy for population analysis with region-censured data”, Entropy, 17(6):3963-3988, 2015
(DOI
10.3390/e17063963)
- W.G. Müller, L. Pronzato,
J. Rendas and H. Waldl.
“Efficient prediction designs for random fields (discussion paper)”,
Applied Stochastic Models in Business and
Industry, 31(2):178-194 (+ discussion
pages 195-203), 2015 (arXiv:1305.3104)
- L.
Pronzato, H.P. Wynn and A.A. Zhigljavsky. “Extended
generalised variances, with applications", Bernoulli,
23(4A):2617-2642, 2017
(arXiv:1411.6428,
hal-01308092)
- L.
Pronzato, H.P. Wynn and A.A. Zhigljavsky. “Extremal
measures maximizing functionals based on simplicial volumes”,
Statistical
Papers, 57(4):1059-1075,
2016
(hal-01308116)
- L.
Pronzato and M.-J. Rendas. “Bayesian
Local Kriging”, Technometrics,
59(3):293-304, 2017 (http://www.tandfonline.com/doi/full/10.1080/00401706.2016.1214179,
hal-0109346)
- A.
Metelkina and L. Pronzato. "Information-regret compromise in
covariate-adaptive treatment allocation”, Annals
of Statistics, 45(5):2046-2073,
2017
(http://dx.doi.org/10.1214/16-AOS1518,
hal-01246252)
- B.
Gauthier and L. Pronzato. "Convex Relaxation for IMSE optimal design
in
random-field models", Computational
Statistics
and Data Analysis, 113:375-394,
2017
(hal-01246483,
https://doi.org/10.1016/j.csda.2016.10.018)
- L.
Pronzato. "On the elimination of inessential points in the smallest
enclosing ball problem", Optimization
Methods
& Software, 34(2):225-247,
2019 (https://www.tandfonline.com/doi/abs/10.1080/10556788.2017.1359266?journalCode=goms20,
hal-01863587)
- L. Pronzato and A.A. Zhigljavsky.
"Measures minimizing regularized dispersion", Journal
of Scientific
Computing, 78(3):1550-1570,
2019
(hal-01864088,
https://link.springer.com/article/10.1007%2Fs10915-018-0817-4)
- L.
Pronzato. "Sensitivity analysis via Karhunen-Loève expansion of a
random field model: estimation of Sobol' indices and experimental
design", Reliability
Engineering
and System Safety, 187:93-109,
2019
(hal-01545604v2,
https://doi.org/10.1016/j.ress.2018.01.010)
- L.
Pronzato, H.P. Wynn and A.A. Zhigljavsky. "Simplicial variances,
potentials and Mahalanobis distances", Journal
of Multivariate
Analysis, 168:276-289,
2018 (hal-1863605,
https://www.sciencedirect.com/science/article/pii/S0047259X17305316)
- L. Pronzato and A.A. Zhigljavsky.
"Bayesian quadrature, energy minimization, and space-filling
design", SIAM/ASA
J. Uncertainty Quantification, 8(3):
959-1011,
2020 (hal-01864076v3,
arXiv:1808.10722v1)
- L.
Pronzato, H.P. Wynn and A.A. Zhigljavsky. "Bregman divergences based
on
optimal design criteria and simplicial measures of dispersion", Statistical
Papers,
60(2):195-214, 2019 (hal-01866846)
- L. Pronzato and A.A. Zhigljavsky.
"Minimum-energy measures for singular kernels", Journal of Computational and Applied Mathematics,
382:
1-8, 2021 (hal-02495643v2)
- L. Pronzato and H. Wang.
"Sequential online
subsampling for thinning experimental designs", J.
of Statistical Planning and Inference, 212:169-193,
2021 (hal-02527330,
arXiv:2004.00792)
- L. Pronzato and G.
Sagnol. "Removing
inessential points in c- and A-optimal design", J.
of Statistical Planning and Inference, 213:
233-252, 2021 (hal-02868664v1)
- A.
Nogales Gómez, L. Pronzato and M.-J. Rendas, "Incremental
space-filling
design based on coverings and spacings: improving upon low
discrepancy
sequences", submitted, 2021 (hal-02987983)
- L.
Pronzato, "Performance analysis of greedy algorithms for minimising
a
Maximum Mean Discrepancy", submitted, 2021 (hal-03114891,
arXiv:2101.07564)
- A. Venot, J.-L. Golmard,
J.-F. Lebruchec, L. Pronzato,
E. Walter, G. Frija and J.-C. Roucayrol.
``Digital methods for change
detection in medical images'', in Information Processing in
Medical Images
,
pages 1-16. Martinus
Nijhoff,
The Hague, 1984.
- E. Walter
and L. Pronzato. ``A general purpose
global optimizer and its application to modelling'', in H. Neunzert,
ed., The Road-Vehicle System and
Related Mathematics, pages 205-211. Teubner,
Stuttgart, 1985.
- E. Walter
and L. Pronzato. ``Nouveaux
outils pour
la synthèse de protocoles expérimentaux'', in G. Chauvet and J.A. Jacquez, eds., Régulation
Physiologique, Modèles Récents, pages 34-44. Masson, Paris,
1986.
- E. Walter
and L. Pronzato. ``Robust experiment
design: between qualitative and quantitative identifiabilities'',
in
E. Walter, ed., Identifiability
of Parametric Models, pages 104-113. Pergamon,
Oxford, 1987.
- L. Pronzato and E. Walter.
``Experiment design for
membership-set estimation: linear models with homogeneous and
heterogeneous measurement errors'', in Y. Dodge, V.V. Fedorov
and H.P. Wynn, eds., Optimal Design
and Analysis of Experiments, pages 195-205. North
Holland, Amsterdam,
1988.
- L. Pronzato and E. Walter.
``Some results on
experiment design for bounded-error models'', in B. Breedveld
et al., eds., Modelling
and Simulation of Systems, pages 183-185. J.C.
Baltzer AG, IMACS 89, 1989.
- E. Walter
and L. Pronzato. ``Identifiabilités
et non linéarités'', in A.J. Fossard
and
D. Normand-Cyrot, eds., Systèmes
non
linéaires , vol. 1, pages 113-146. Masson, Paris, 1993.
- L. Pronzato and E. Walter.
``Volume-optimal inner
and outer ellipsoids'', in M. Milanese, J.-P. Norton, H. Piet-Lahanier and E. Walter, eds., Bounding
Approaches to System Identification, chap. 8, pages 119-138. Plenum,
London, 1996.
- L. Pronzato and E. Walter.
``Robustness to outliers
of bounded-error estimators, consequences on experimental design'',
in
M. Milanese, J.-P. Norton, H. Piet-Lahanier
and E. Walter, eds., Bounding Approaches to System Identification ,
chap. 13, pages 199-212. Plenum,
London, 1996.
- E. Walter
and L. Pronzato. ``Identifiabilities
and nonlinearities'', in A.J. Fossard
and
D. Normand-Cyrot, eds., Nonlinear
Systems, vol. 1, chap. 3, pages 111-143. Chapman
& Hall,
London, 1995.
- S. Hadjihassan, E. Walter
and L. Pronzato. ``Quality improvement
via optimization
of tolerance intervals during the design stage'', in R.B. Kearfott
and V. Kreinovich,
eds., Applications of Interval Computations , chap. 5,
pages
91-131. Kluwer,
Dordrecht,
1996.
- H.-F. Raynaud, L. Pronzato
and E. Walter. ``Interaction
Identification-Commande
via les Ellipsoïdes d'Incertitude'', in I.D.
Landau and A. Besançon-Voda, eds., Identification
des Systèmes, chap. 8, pages 317-342, Hermès,
Paris, 2001.
- L. Pronzato. ``Sequential
construction of an
experiment design from an i.i.d.
sequence
of experiments", in A.C. Atkinson, B. Bogacka
and A.A. Zhigljavsky, eds., Optimum
Design 2000, chap. 11, pages 113-122, Kluwer,
Dordrecht, 2001.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Some
convergence
properties of the steepest descent algorithm revealed by
renormalisation'' , in N. Hadjisavvras and
P.M. Pardalos,
eds., Advances in Convex Analysis and Global Optimization, Honouring
the
Memory of C. Caratheodory (1873-1950)
, chap. 29, pages 459-471, Kluwer,
Dordrecht, 2001.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``An introduction to
dynamical
search'', in P.M. Pardalos and H.E. Romeijn, eds., Handbook of Global
Optimization, Volume 2, chap. 4, pages 115-150, Kluwer,
Dordrecht, 2002.
- R. Haycroft, L. Pronzato,
H.P. Wynn and A.A. Zhigljavsky.
``Studying
convergence of gradient algorithms via optimal experimental design
theory'', in L. Pronzato and A.A.
Zhigljavsky, eds., ``Optimal Design
and
Related Areas in Optimization and Statistics", Springer
Optimization and Its Applications, vol. 28., chap. 2, pages 13-37,
Springer-Verlag, Heidelberg, 2009. (hal-00358757/fr)
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``A
dynamical-system
analysis of the optimum s-gradient algorithm",
in L. Pronzato and A.A. Zhigljavsky,
eds., ``Optimal Design and
Related Areas in Optimization and Statistics", Springer
Optimization and Its Applications, vol. 28., chap. 3, pages 39-80,
Springer-Verlag, Heidelberg, 2009. (hal-00358755/fr/)
- A. Pazman and L. Pronzato.
``Asymptotic normality of nonlinear least squares under singular
experimental designs", in L. Pronzato
and A.A. Zhigljavsky, eds., ``Optimal
Design
and Related Areas in Optimization and Statistics", Springer
Optimization and Its Applications, vol. 28., chap. 8, pages 167-191,
Springer-Verlag, Heidelberg, 2009. (hal-00358761/fr/)
- W.G. Müller, L. Pronzato
and H. Waldl. ``Relations between
designs
for prediction and estimation in random fields", in E. Porcu
et al., eds., ``Advances and
Challenges in Space-time Modelling of Natural Events", LNS
207,
Chap. 6, pages 125-139, Springer-Verlag,
Heidelberg, 2012. (DOI 10.1007/978-3-642-17086-7\_6)
- R.
Cabral-Farias, L. Pronzato and M.-J. Rendas. "Adaptive design
criteria
motivated by a plug-in percentile estimator", submitted, 2020 (hal-02483076)
- R.
Cabral-Farias, L. Pronzato and M.-J. Rendas. "Incremental
construction
of nested designs based on tow-level fractional factorial designs",
submitted, 2020 (hal-02483004)
Conference
papers
National
:
- A. Venot, J.-F. Lebruchec,
E. Walter, L. Pronzato, V. Leclerc
and J.-C. Roucayrol.
``Automated methods for the registration of dissimilar images'', in
Actes du Premier Colloque
Image, Traitement, Synthese,
Technologie et
Applications, pages 381-386, Biarritz, May 1984.
- E. Walter
and L. Pronzato. ``Nouveaux
outils pour
la synthèse de protocoles expérimentaux'', in Actes du Deuxième
Congrès International de Biologie Théorique et Médecine, pages
13-25, Fontevraud, Sept. 1984.
- L.
Pronzato,
C.-Y. Huang, E. Walter, Y. Le Roux and A. Frydman.
``Planification d'expériences pour l'estimation de paramètres pharmacocinetiques'', in A. Venot
and P. Degoulet, eds., Informatique
et
Médicaments, Comptes Rendus du Colloque AIM-IF et IRT, Paris,
Dec. 1989, pages 3-13. Springer Verlag,
Heidelberg, 1989.
- J.-P.
Costa, L. Pronzato and E. Thierry. ``Inversion
d'un canal
de communication non-linéaire par krigeage'',
in
Proc. GRETSI'99 (17ème colloque GRETSI sur le traitement du
signal et des images)
, Vannes, Sept. 13-17,
1999, pages 953-956.
- L.
Pronzato.
``Extraction séquentielle de
conditions expérimentales optimales'', 35èmes Journées de
Statistique, Lyon, 2-6 juin 2003, 783-786.
- E. Wolsztynski, E. Thierry
and L. Pronzato. ``Une
approche non
paramétrique pour l'optimisation d'essais cliniques'', 35èmes
Journées
de Statistique, Lyon, 2-6 juin 2003, pages 891-894.
- L. Pronzato and
A. Pazman. ``Moindres carrés pondérés récursifs
dans
les modèles de régression à variance paramétrée'', 36èmes
Journées
de Statistique, Montpellier, 24-28 mai 2004, 6 pages.
- E. Wolsztynski, E. Thierry
and L. Pronzato. ``Estimation
semiparamétrique adaptative par minimum
d'entropie", 36èmes Journées de Statistique, Montpellier, 24-28 mai
2004, 6 pages.
- E. Wolsztynski, E. Thierry
and L. Pronzato. ``Estimation
semi-paramétrique
par minimum d'entropie pour des observations multivariées",
37èmes Journées de Statistique,
Pau, 6-10 juin 2005, 6 pages.
- E. Wolsztynski, E. Thierry
and L. Pronzato. ``Estimation
semi-paramétrique
robuste par minimisation de l'entropie des résidus,
application en traitement d'images". Proc. GRETSI'05,
Louvain-la-Neuve, Belgium, 6-9
Septembre 2005, pages
149-152.
- R. Bettinger, P. Duchêne,
L. Pronzato and E. Thierry. ``Maximisation
séquentielle
de la diversité des sorties d'un système boîte noire à
l'aide de krigeage". 39èmes Journées de
Statistique, Angers, 11-15 juin 2007, 6 pages. http://hal.archives-ouvertes.fr/hal-00170658/fr/
- Y. Bennani, L. Pronzato
and J. Rendas. “Maximum de vraisemblance
non-paramétrique avec régions de censure. Application à un modèle
biophysique de décompression’’. 46èmes Journées de
Statistiques,
Rennes, 2-6 juin 2014, 6 pages.
International
:
- A. Venot, L. Pronzato,
E. Walter and J.-F. Lebruchec. ``A
distribution-free criterion for robust identification, with
applications in system modelling and image processing'', in Prep.
7th
IFAC/IFORS Symp. on
Identification and System Parameter Estimation, vol. 2, pages
1173-1177, York, July 1985.
- E. Walter
and L. Pronzato. ``How to design
experiments that are robust to parameter uncertainty'', in Prep.
7th IFAC/IFORS Symp. on
Identification and System Parameter Estimation, vol. 1, pages
921-926, York, July 1985.
- L. Pronzato and E. Walter.
``Robust experiment
design for nonlinear regression models'', in V.V. Fedorov
and H. Lauter, eds., Model-Oriented
Data Analysis, Proceedings 1st IIASA Workshop, Eisenach (GDR),
Mars
1987, pages 77-86. Springer
Verlag, Berlin, 1988.
- E. Walter
and L. Pronzato. ``Qualitative and
quantitative experiment design for nonlinear models'', in Prep.
IFAC Symp. on
Modelling and Control in Biomedical Systems, pages 383-394, Venise, April 1988.
- L. Pronzato and E. Walter.
``Some results on
experiment design for bounded-error models'', in Proc. 12th
IMACS
World Congress on Scientific Computation, Paris, July 1988.
- L. Pronzato and E. Walter.
``Experiment design for
parameter estimation in bounded-error models'', in Karl-Weierstrass
Institut
fur Mathematik Akademie
des Wissenschaften der
DDR, ed., Proc. Int. Workshop on Theory and Practice in Data
Analysis, pages 200-208, Berlin (RDA), Aug. 1988.
- L. Pronzato, E. Walter and
H. Piet-Lahanier. ``Mathematical
equivalence of two
ellipsoidal algorithms for bounded-error estimation'', in Proc.
28th IEEE Conf. on Decision and Control, pages 1952-1955,
Tampa,
Dec. 1989.
- L. Pronzato, C.-Y. Huang
and E. Walter. ``Nonsequential T-optimal
design for model
discrimination: new algorithms'', in A. Pazman
and J. Volaufova, eds., Proc. ProbaStat'91,
pages 130-136,
Bratislava, Aug. 1991.
- C.-Y.
Huang, E. Walter and L. Pronzato.
``Experiment design policies for pharmacokinetic models'', in Proc.
13th
IMACS World Congress on Computation and Applied Mathematics,
pages 1484-1486, Dublin, Aug. 1991. (also
in Biomedical Modeling and
Simulation,
J. Eisenfeld, M. Witten and D.S. Levine
(eds.), Elsevier, Amsterdam, 1992).
- L. Pronzato and E. Walter.
``Sequential
experimental design for parameter bounding'', in Proc. 1st
European
Control Conf., pages 1181-1186, Grenoble, July 1991.
- L. Pronzato and E. Walter.
``Robustness to outliers
of bounded-error estimators, consequences on experimental design'',
in Prep.
9th IFAC/IFORS Symp. on
Identification and System Parameter Estimation, pages 821-826,
Budapest, July 1991.
- A. Pazman and L. Pronzato.
``Nonlinear experimental design for constrained LS estimation'', in
V.V. Fedorov, W.G. Muller and I.N. Vuchkov, eds., Model-Oriented Data
Analysis
II, Proceedings the 2nd IIASA Workshop , St Kyrik
(Bulgaria), May 1990, pages 67-96. Physica
Verlag,
Heidelberg, 1992.
- L. Pronzato and E. Walter.
``Nonsequential bayesian
experimental design for
response optimization'', in V.V. Fedorov,
W.G. Muller and I.N. Vuchkov, eds., Model-Oriented
Data
Analysis II, Proceedings the 2nd IIASA Workshop , St Kyrik
(Bulgaria), May 1990, pages 89-102. Physica
Verlag,
Heidelberg, 1992.
- L. Pronzato and E. Walter.
``Volume-optimal inner
and outer ellipsoids, with application to parameter bounding'', in Proc.
2nd
European Control Conf., pages 258-263, Groningen, June 1993.
- L. Pronzato, E. Walter and
C. Kulcsar.
``A dynamical-system approach to sequential design'', in W.G.
Muller,
H.P. Wynn and A.A. Zhigljavsky, eds., Model-Oriented
Data
Analysis III, Proceedings MODA3, St Petersburg, May 1992,
pages 11-24. Physica
Verlag,
Heidelberg, 1993.
- L. Pronzato and A.A. Zhigljavsky. ``On
average-optimal quasi-symmetrical univariate
optimization algorithms'', in W.G.
Muller, H.P. Wynn and A.A. Zhigljavsky,
eds., Model-Oriented Data Analysis III, Proceedings MODA3,
St
Petersburg, May 1992, pages 269-278. Physica
Verlag,
Heidelberg, 1993.
- L. Pronzato and E. Walter.
``Maximum-volume
ellipsoids contained in bounded convex sets: application to batch
and
on-line parameter bounding'', in J. Henry and J.-P. Yvon,
eds., Proc. 16th IFIP Conf. on System
Modelling and Optimization, Compiegne, France, July 1993,
pages
383-392. Springer
Verlag, Heidelberg, 1994.
- L. Pronzato, C. Kulcsar
and E. Walter. ``An
actively
adaptive control policy based on the prediction of posterior
densities'', Proc. ProbaStat'94
(Smolenice,
Slovaquie, May 1994), Tatra Mountains Mathematical
Publications, 7:297-304, 1996.
- L. Pronzato and A. Pazman.
``Bias correction in nonlinear regression via two-stages
least-squares estimation'', in M. Blanke
and T. Soderstrom, eds., Prep. 10th
IFAC Symp. on
System Identification , Copenhague,
July 1994, vol. 1, pages 137-142. Danish
Automation Society,
1994.
- A. Pazman and L. Pronzato.
``Densities of nonlinear functions of the nonlinear least-squares
estimator'', in M. Blanke and T. Soderstrom, eds., Prep. 10th IFAC Symp. on
System
Identification, Copenhague, July
1994,
vol. 1, pages 163-168. Danish
Automation Society,
1994.
- E. Walter
and L. Pronzato. ``Characterizing sets
defined by inequalities'', in M. Blanke
and T. Soderstrom, eds., Prep. 10th
IFAC Symp. on
System Identification , Copenhague,
July 1994, vol. 2, pages 15-26. Danish
Automation Society,
1994.
- F. Berthier, J.-P. Diard,
L. Pronzato and E. Walter. ``Identifiability
and distinguishability
concepts in electrochemistry'', in M. Blanke
and T. Soderstrom, eds., Prep. 10th
IFAC Symp. on
System Identification , Copenhague,
July 1994, vol. 3, pages 31-36. Danish
Automation Society,
1994.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Improving on
Golden-Section optimisation for locally symmetric functions'', in
C.P. Kitsos and W.G. Muller, eds., MODA4
-
Advances in Model-Oriented Data Analysis, Proceedings of the 4th
Int. Workshop,
Spetses
(Greece), June
1995, pages 285-297. Physica Verlag,
Heidelberg, 1995.
- E. Walter
and L. Pronzato. ``On the identifiability
and distinguishability
of nonlinear parametric models'', in Proc. 1st Int. Symp.
on
Mathematical Modelling and Simulation in Agriculture &
Bio-Industries, Bruxelles, May
1995,
vol. 3, pages 1-8.
- C. Kulcsar, L. Pronzato
and E. Walter. ``A dual control policy for linearly parameterized
systems'', in Proc. 3rd European Control Conf. , Rome, Sept.
1995,
vol. 1, pages 55-60.
- C. Kulcsar, L. Pronzato
and E. Walter. ``Experimental design for the control of linear
state-space systems'', in Proc. 13th IFAC World Congress , San
Francisco, July
1996, vol. C,
pages
175-180.
- A.A. Zhigljavsky, L. Pronzato
and H.P. Wynn. ``Section
invariant numbers and generalized Golden-Section optimization
algorithms'', in Proc.
7th Int. Conf. on Fibonacci Numbers and their Applications ,
Graz
(Austria), July 1996, G.E. Bergum, A.N.
Philippou and A.F. Horadam
(eds.), Kluwer, Dordrecht, 1998, pages
463-477.
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Using Renyi entropies to measure uncertainty
in search
problems'', in G. Yin
and Q. Zhang, eds., Proc. 1996 AMS-SIAM Summer Seminar, Lectures
in
Applied Math, Mathematics of Stochastic Manufacturing
Systems
, 33:253-268, American Math. Soc., 1997.
- S. Hadjihassan, L. Pronzato,
E. Walter and I.N. Vuchkov. ``Robust
design for quality improvement by ellipsoidal bounding'', in G. Yin
and
Q. Zhang, eds., Proc. 1996 AMS-SIAM Summer Seminar, Lectures in
Applied Math , Mathematics of Stochastic Manufacturing
Systems
, 33 :127-138, American Math. Soc., 1997.
- S. Icart, J. LeRoux,
L. Pronzato, E. Thierry and A.A. Zhigljavsky. ``Blind equalization in
presence of
bounded errors'', in Proc. ICASSP'97
, Munich, April 1997,
vol. 5, pages 3949-3952.
- S. Icart, J. LeRoux,
L. Pronzato, E. Thierry and A.A. Zhigljavsky. ``Blind equalization in
presence of
bounded errors with unknown bound'', in Proc. IEEE
Workshop SPAWC,
Paris, April 1997,
pages 41-44.
- A. Pazman and L. Pronzato.
``Approximate densities of two bias-corrected nonlinear LS
estimators'', in A.C. Atkinson, L. Pronzato
and H.P. Wynn, eds., MODA'5 - Advances in Model-Oriented Data
Analysis and Experimental Design, Proceedings of the 5th Int. Workshop,
Marseilles,
France, June 22-26 1998, Physica
Verlag,
Heidelberg, pages 145-152, 1998.
- M. Ribo, S. Brahim-Belhouari
and L. Pronzato. ``Motion planning for
the
precise location of a mobile robot'', in Proc. 4th European
Control
Conf., Bruxelles, July 1997.
- S. Hadjihassan, E. Walter,
I.N. Vuchkov, L. Boyadjieva
and L. Pronzato. ``Robust product
design
through experimental modelling, with application to geotextile
materials'', in Proc. 2nd Int.
IMACS/IFAC Symp. on
Mathematical Modelling and Simulation in Agricultural and
Bio-Industries
, Budapest, 1997, pages 81-86.
- R. Gautier
and L. Pronzato. ``Sequential
design and active control'', in N. Flournoy, W.F.
Rosenberger and W.K. Wong, eds., Proc.
1997 AMS-IMS-SIAM Summer Conference, IMS Lectures Notes, New
Developments
and Applications in Experimental Design, vol. 34,
pages 138-151.
- R.A.
Bates, R. Fontana, L. Pronzato and H.P.
Wynn. ``Multidomain optimisation using
computer experiments for concurrent engineering'', in I. Parmee,
ed., Conf. on Adaptive Computing in
Design and Manufacture , Plymouth, 1998, pages 354-364.
- R.A.
Bates, L. Pronzato and H.P. Wynn.
``Non-parametric modelling of Pareto surfaces for multi-objective
optimisation, in Optimisation'98 ,
University of Coimbra,Portugal, 1998.
- L. Pronzato. ``Optimal
selection of information with restricted storage capacity'',
in Proc. ICASSP'98,
Seattle, May 1998,
vol. 4, pages 2285-2288.
- L. Pronzato. ``Sequential
selection of observations in randomly generated experiments'', in
Proc. ProbaStat'98,
Smolenice
(Slovaquie), Feb. 1998, Tatra
Mountains Mathematical
Publications, 17:167-175,
1999.
- J.-P.
Costa, L. Pronzato and E. Thierry. ``Nonlinear
filtering by kriging, with
application to
system inversion'', in Proc. ICASSP'99,
Phoenix, March 1999,
vol. 3, pages 1313-1316.
- J.-P.
Costa, L. Pronzato and E. Thierry. ``A
comparison
between kriging and radial basis
function
networks for nonlinear prediction''
, in
Proc.
NSIP'99 (IEEE EURASIP Workshop on Nonlinear Signal and Image
Processing),
Antalya, Turkey, June 20-23, 1999, paper n°155.
- J.-P.
Costa, L. Pronzato and E. Thierry.
``Inversion of a nonlinear communication channel by kriging'',
in Proc. ICECS'99 (6th IEEE
international conference on electronics, circuits and systems) ,
Cyprus, Sept. 5-8, 1999, pages 1585-1588.
- R. Bates,
R. Fontana, L. Pronzato and H.P. Wynn.
``Computer experiments for concurrent engineering'', 6th Int.
Conf.
ATA on the New Role of Experimentation in the Modern Automotive
Product
Development Process
, Firenze, Nov. 17-19,
1999.
- R. Bates,
T. Bosio, R. Fontana, A. Hatjipulidis,
K. Hatzis,
E. Landsheere, J. Mascolo,
G. Pistone, L. Pronzato
and H.P. Wynn, ``Computer experiments for concurrent engineering", Proc.
ECCOMAS
2000 (European Congress on Computational Methods in Applied
Sciences and Engineering), Barcelona, sept.
2000.
- L. Pronzato and E.
Thierry. ``A minimum-entropy
estimator for regression problems with unknown distribution of
observation errors", Bayesian Inference and Maximum Entropy
Methods in Science and Engineering, 20th Int. Workshop, July
8-13
2000, Gif-sur-Yvette, A. Mohammad-Djafari (ed.), Am. Inst.
of Physics, New York, pages 169-180,
2001.
- L. Pronzato and E.
Thierry. ``Entropy minimisation
for parameter estimation problems with unknown distribution of the
output noise", Proc. ICASSP'2001
,
6-11 mai 2001, Salt
Lake City (USA).
- L. Pronzato. ``An
asymptotically optimal decision rule for sequential screening
and
resource allocation", Proc.
10th Int. Symp. on Applied Stochastic
Models and Data Analysis, 12-15 juin
2001, Compiègne, G. Govaert,
J. Janssen and N. Limnios (eds.), UTC,
pages 860-865
- R. Bates
and L. Pronzato. ``Emulator-based
global
optimisation using lattices and Delaunay Tesselation",
Proc. 3rd Int. Symp. on
Sensitivity Analysis of Model Output,
18-20 juin 2001, Madrid (Espagne),
P. Prado and R. Bolado
(eds.), pages 189-192.
- L. Pronzato. ``Average
D-optimum design for
randomly varying experimental conditions", MODA'6 - Advances in
Model-Oriented Design and Analysis, Proceedings of the 6th Int.
Workshop, Puchberg/Schneeberg,
Autriche, 25-29 juin
2001, A.C. Atkinson, P. Hackl and W.G.
Müller (eds.), Physica
Verlag, Heidelberg, pages 217-224, 2001.
- L. Pronzato. ``Designing
from
a sequence of i.i.d. experiments'',
in Proc. ProbaStat'02,
Smolenice
(Slovaquie), Feb. 2002, Tatra
Mountains Mathematical
Publications, 26:11-28,
2003.
- L. Pronzato and E.
Thierry. ``Sequential
experimental
design and extremum control'',
Proc.
10th Mediterranean Conf. on Control and Automation - MED2002,
Lisbon, Portugal, 9-12 juil. 2002.
- L. Pronzato and E.
Thierry. ``Robust
design
with nonparametric models: prediction of second-order
characteristics of process variability by Kriging",
Prep.
13th IFAC Symposium on System Identification, Rotterdam, 27-29 août 2003, pages 560-565.
- E. Wolsztynski, E. Thierry
and L. Pronzato. ``Minimum entropy
estimation in semi parametric models", ICASSP'2004, 17-21 mai 2004,
Montréal, II-1045-1048.
- B. Bittner
and L. Pronzato. ``Kalman
filtering in stochastic gradient algorithms: construction of a
stopping
rule",
ICASSP'2004, 17-21 mai 2004, Montréal,
II-709-712.
- A. Pazman and L. Pronzato.
``Simultaneous
choice of design and estimator in nonlinear regression with
parameterized variance",
mODa'7 - Advances in Model-Oriented Design and Analysis,
Proceedings of
the 7th Int. Workshop, Kapellerput,
Pays Bas, 14-18 juin 2004, A. Di Bucchianico, H. Laüter
and H.P. Wynn (eds.), Physica Verlag,
Heidelberg, pages 117-124.
- L. Pronzato, E. Thierry
and E. Wolsztynski.
``Minimum
entropy estimation in semi-parametric models: a candidate for
adaptive
estimation?",
mODa'7 - Advances in Model-Oriented Design and Analysis,
Proceedings of
the 7th Int. Workshop, Kapellerput,
Pays Bas, 14-18 juin 2004, A. Di Bucchianico, H. Laüter
and H.P. Wynn (eds.), Physica Verlag,
Heidelberg, pages 125-132.
- L. Pronzato and A. Pazman.
``Recursively
re-weighted
least-squares estimation in regression models with
parameterized variance", EUSIPCO
2004, 6-10 sept. 2004, Vienne, pages
621-624.
- E. Wolsztynski, E. Thierry
and L. Pronzato. ``Minimum Entropy
Estimators in Semiparametric Regression
Problems", Proc.
11th Int. Symp. on
Applied Stochastic Models and Data Analysis, 17-20 mai
2005, Brest, J. Jansen and P. Lenca
(eds.), pages 882-889.
- S. Boltz, E. Wolsztynski,
E. Debreuve, E. Thierry, M. Barlaud
and L. Pronzato.
``A minimum-entropy procedure for robust motion estimation".
International Conference on Image Processing - ICIP 2006, Atlanta,
Georgia, USA, octobre 2006, pages
1249-1252.
- A. Pazman and L. Pronzato.
``Quantile and probability-level
criteria
for nonlinear experimental design", mODa'8 - Advances in
Model-Oriented Design and Analysis, Proceedings of the 8th Int.
Workshop, Almagro, Spain, 4-8 juin 2007, J.Lopez-Fidalgo,
J.M. Rodriguez-Diaz and B. Torsney
(eds.), Physica Verlag,
Heidelberg, pages 157-164. http://hal.archives-ouvertes.fr/hal-00170634/fr/
- R. Haycroft, L. Pronzato,
H.P. Wynn and A. Zhigljavsky. ``Optimal
experimental design and quadratic optimization", in Proc.
ProbaStat'2006, Smolenice (Slovaquie), June 2006, Tatra
Mountains Mathematical Publications, 39:115-123, 2008.
http://hal.archives-ouvertes.fr/hal-00322795/fr/
- N. Leonenko, L. Pronzato
and V. Savani. ``Estimation of
entropies
end divergences via nearest neighbors",
in Proc. ProbaStat'2006, Smolenice
(Slovaquie), June 2006, Tatra
Mountains Mathematical
Publications, 39:265-273, 2008. http://hal.archives-ouvertes.fr/hal-00322783/fr/
- R. Bettinger, P. Duchêne,
L. Pronzato and E. Thierry. ``Design of
experiments for response diversity", in
Proc. 6th International Conference on Inverse Problems in
Engineering (ICIPE), Journal of Physics: Conference Series, Dourdan (Paris), 15-19 juin
2008. http://hal.archives-ouvertes.fr/hal-00290418/fr/
- L. Pronzato. ``Penalized
and response-adaptive
optimal designs. Application to dose finding", in Proc. 2nd
International Workshop in Sequential Methodologies (IWSM2009),
Troyes, June 15-17, 2009, 6 pages (CD). http://hal.archives-ouvertes.fr/hal-00397020/fr/
- L. Pronzato. ``Asymptotic
properties of nonlinear
least squares estimates in stochastic
regression models over a finite design space. Application to
self-tuning optimisation", in Preprints of the 15th IFAC
Symposium
on System Identification, Saint-Malo, France, July 6-8, 2009,
pages
156-161. http://hal.archives-ouvertes.fr/hal-00407817/fr/
- R. Bettinger, P. Duchêne
and L. Pronzato. ``A sequential design
method for the inversion of an unknown system", in Preprints of
the
15th IFAC Symposium on System Identification, Saint-Malo,
France,
July 6-8, 2009, pages 1298-1303. http://hal.archives-ouvertes.fr/hal-00407826/fr/
- L. Pronzato. ``Asymptotic
properties of adaptive
penalized optimal designs over a finite space", mODa'9 -
Advances
in Model-Oriented Design and Analysis, Proceedings of the 9th Int.
Workshop, Bertinoro, Italy, 14-18
juin 2010, A. Giovagnoli,
A.C. Atkinson and B. Torsney (eds.), Physica Verlag,
Heidelberg, pages 165-172. http://hal.archives-ouvertes.fr/hal-00504632/fr/
- A. Pazman and L. Pronzato.
``Extended Optimality Criteria for Optimum Design in
Nonlinear Regression", mODa'10
- Advances in Model-Oriented Design and Analysis, Proceedings of
the
10th Int. Workshop, Lagow Lubuwski, Poland, 10-14 juin
2013, D. Ucinski, A.C. Atkinson and M.
Patan (eds.), Springer Verlag,
Heidelberg, pages 195-202. http://www.springer.com/statistics/statistical+theory+and+methods/book/978-3-319-00217-0?detailsPage=authorsAndEditors
- Y. Bennani, L. Pronzato
and J. Rendas.
``Nonparametric density estimation with
region-censored data”, EUSIPCO’2014, 22th European Signal Processing
Conference, Lisbon, Portugal, 1-5 sept.
2014 (5 pages).
- Y. Bennani, L. Pronzato
and J. Rendas. ``Most likely
maximum entropy for
population analysis: a case study in decompression sickness
prevention", Bayesian Inference
and Maximum Entropy
Methods in Science and Engineering, Proceedings
MAXENT'2014, 21-26
Sept. 2014, Amboise, France, A.
Mohammad-Djafari and F. Barbaresco (eds), AIP, vol. 1641,
pp.414-421, 2014.
- B.
Gauthier and L.
Pronzato, "Optimal design for prediction in random field models via
covariance kernel expansions", mODa'11 -- Advances in Model-Oriented
Design and Analysis, Proceedings
of
the 11th Int. Workshop, Hamminkeln (Germany), 12-17 juin
2016, J.
Kunert, Ch.H. Müller
and A.C. Atkinson (eds.), Springer Verlag, Heidelberg, pages
103-111.
hal-01280355
Internal
Reports and unpublished communications
- L. Pronzato, C. Kulcsar
and E. Walter. ``An actively adaptive control policy for linear
models
with unknown parameters'', Research Report 94-33, April 94, 22
pages.
- L. Pronzato, C. Kulcsar
and E. Walter. ``The interface
between sequential experimental design and dual control'', Conf.
on
Control of Industrial Processes: Synthetising
the statistical and Engineering Approaches, Fielder Centre, Hatfield
(UK), Sept. 1995, R. Jones (ed.), pages 9-14.
- L. Pronzato and E. Walter.
``Comments on An
optimal volume ellipsoid algorithm for parameter set estimation'',
Research
Report 96-15, Mars 96, 7 pages.
- L. Pronzato. ``Optimal
selection of information
with restricted storage capacity'', Research Report 97-01, Jan. 97,
16
pages. (short
version
presented at
ICASSP'98, Seattle).
- L. Pronzato, H.P. Wynn and
A.A. Zhigljavsky. ``Renormalised
steepest descent converges to a
two-point attractor'', Research
Report 98-04, May 98, 15 pages.
- O. Meste and L. Pronzato.
``Comparison of two methods for estimating multiple time delays'',
Research Report 98-09, Aug. 98, 3 pages.
- L. Pronzato. ``Experimental
design
with random regressors at the
design stage'' ,
Research Report 00-04, March.00, 13 pages.
- L. Pronzato and E.
Thierry. ``A
minimum-entropy estimator for regression problems with unknown
distribution of observation errors'' ,
Research Report 00-08, July 2000, 14 pages.
- L. Pronzato and E.
Thierry. ``Sequential
experimental design and response optimisation''
,
Research Report 00-12, dec. 2000, 12
pages.
- L. Pronzato.
``Acceleration of D-Optimum Design
Algorithms by Removing Non-Optimal Support Point". Research
Report I3S/RR-2002-05-FR
-
Mars 2002, 10 pages.
- E. Wolsztynski, E. Thierry
and L. Pronzato. ``Minimum-Entropy
Estimation in
Semi-Parametric Models". Research Report I3S/RR-2004-16-FR Projet TOpModel - Juin
2004, 19 pages.
- L. Pronzato. ``On the
sequential construction of
optimum bounded designs", Research Report I3S/RR-2004-20-FR Projet TOpModel
- Août 2004, 35 pages.
- E. Wolsztynski, E. Thierry
and L. Pronzato. ``Consistency of a
Minimum-Entropy
Estimator of Location". Research Report I3S/RR-2004-38-FR Projet TOpMODEL
- Novembre 2004, 30 pages.
- Luc Pronzato. ``Parameter
estimation
and model structures". Eurotherm
Winter School, Aussois, January
16-21 2005.
- A. Pazman and L. Pronzato.
``On the irregular behavior of LS
estimators for Asymptotically singular
designs". Research Report I3S/RR-2005-12-FR Projet TOpModel
- Juin 2005, 12 pages.
- N. Leonenko, L. Pronzato
and V. Savani. ``A Class of Rényi
Information Estimators for
Multidimensional Densities". Research Report I3S/RR-2005-14-FR Projet TOpModel
- Juin 2005, 32 pages.
- R. Harman
and L. Pronzato. ``Improvements on
removing non-optimal support points in D-optimum design
algorithms". Research Report I3S/RR-2005-16-FR Projet TOpModel
- Juin 2005, 7 pages.
- A. Pazman and L. Pronzato.
``Asymptotic normality of non-linear least squares under singular
experimental designs". Research Report I3S/RR-2005-28-FR Projet TOpModel
- Septembre 2005, 23 pages.
- L. Pronzato. ``Optimum
experimental design and some
related control problems". Research Report I3S/RR-2005-30-FR Projet TOpModel
- Octobre 2005, 61 pages.
- L. Pronzato. ``One-step
ahead adaptive D-optimal
design on a finite design space is asymptotically optimal". Research
Report I3S/RR-2008-14-FR
Equipe SYSTEMES
- Pôle SIS - Septembre
2008, 22 pages.
- L. Pronzato. ``On the
regularization of singular
c-optimal designs". Research Report I3S/RR-2008-15-FR
Equipe SYSTEMES
- Pôle SIS - Septembre
2008, 15 pages.
- L. Pronzato. ``Penalized
and response-adaptive
optimal designs with application to dose-finding". Research Report I3S/RR-2008-16-FR Equipe
SYSTEMES - Pôle
SIS - Septembre 2008, 53 pages.
- M.
Abtini, C. Helbert, F. Musy, L. Pronzato and M.-J. Rendas,
"Sequential
design for prediction with Gaussian process models", 2020 (hal-02471110)