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. Pàzman and J. Volaufovà, 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. Pàzman 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. Kulcsár. "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. Kulcsár 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. Pàzman. "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. Pàzman 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. Kulcsár, 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. Kulcsár, 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. Pàzman 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.
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. Pàzman 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. Pàzman. "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. Pàzman 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. Pàzman 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 M.-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 M.-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