Luc Pronzato

According to our database, Luc Pronzato authored at least 54 papers between 1986 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Weighted Leave-One-Out Cross Validation.

Luc Pronzato, Maria-João Rendas

SIAM/ASA J. Uncertain. Quantification, 2024

2023

Quasi-uniform designs with optimal and near-optimal uniformity constant.

Luc Pronzato, Anatoly A. Zhigljavsky

J. Approx. Theory, October, 2023

Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation.

Guillaume Sagnol, Luc Pronzato

J. Mach. Learn. Res., 2023

2021

Minimum-energy measures for singular kernels.

Luc Pronzato, Anatoly Zhigljavsky

J. Comput. Appl. Math., 2021

Incremental space-filling design based on coverings and spacings: improving upon low discrepancy sequences.

Amaya Nogales-Gómez, Luc Pronzato, Maria-João Rendas

CoRR, 2021

Performance analysis of greedy algorithms for minimising a Maximum Mean Discrepancy.

Luc Pronzato

CoRR, 2021

Model Predictivity Assessment: Incremental Test-Set Selection and Accuracy Evaluation.

Elias Fekhari, Bertrand Iooss, Joseph Muré, Luc Pronzato, Maria-João Rendas

Proceedings of the Studies in Theoretical and Applied Statistics, 2021

2020

Bayesian Quadrature, Energy Minimization, and Space-Filling Design.

Luc Pronzato, Anatoly Zhigljavsky

SIAM/ASA J. Uncertain. Quantification, 2020

2019

Sensitivity analysis via Karhunen-Loève expansion of a random field model: Estimation of Sobol' indices and experimental design.

Luc Pronzato

Reliab. Eng. Syst. Saf., 2019

On the elimination of inessential points in the smallest enclosing ball problem.

Luc Pronzato

Optim. Methods Softw., 2019

Measures Minimizing Regularized Dispersion.

Luc Pronzato, Anatoly Zhigljavsky

J. Sci. Comput., 2019

2018

Simplicial variances, potentials and Mahalanobis distances.

Luc Pronzato, Henry P. Wynn, Anatoly A. Zhigljavsky

J. Multivar. Anal., 2018

2017

Bayesian Local Kriging.

Luc Pronzato, Maria-João Rendas

Technometrics, 2017

Convex relaxation for IMSE optimal design in random-field models.

Bertrand Gauthier, Luc Pronzato

Comput. Stat. Data Anal., 2017

2016

Approximation of IMSE-optimal Designs via Quadrature Rules and Spectral Decomposition.

Bertrand Gauthier, Luc Pronzato

Commun. Stat. Simul. Comput., 2016

2015

Most Likely Maximum Entropy for Population Analysis with Region-Censored Data.

Youssef Bennani, Luc Pronzato, Maria-João Rendas

Entropy, 2015

2014

Spectral Approximation of the IMSE Criterion for Optimal Designs in Kernel-Based Interpolation Models.

Bertrand Gauthier, Luc Pronzato

SIAM/ASA J. Uncertain. Quantification, 2014

Nonparametric density estimation with region-censored data.

Youssef Bennani, Luc Pronzato, Maria-João Rendas

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

An asymptotically optimal gradient algorithm for quadratic optimization with low computational cost.

Anatoly A. Zhigljavsky, Luc Pronzato, Elena Bukina

Optim. Lett., 2013

2012

Design of computer experiments: space filling and beyond.

Luc Pronzato, Werner G. Müller

Stat. Comput., 2012

2011

Gradient algorithms for quadratic optimization with fast convergence rates.

Luc Pronzato, Anatoly A. Zhigljavsky

Comput. Optim. Appl., 2011

2008

Optimal experimental design and some related control problems.

Luc Pronzato

Autom., 2008

2006

Asymptotic behaviour of a family of gradient algorithms in R^<i>d</i> and Hilbert spaces.

Luc Pronzato, Henry P. Wynn, Anatoly A. Zhigljavsky

Math. Program., 2006

A Minimum-Entropy Procedure for Robust Motion Estimation.

Sylvain Boltz, Eric Wolsztynski, Eric Debreuve, Eric Thierry, Michel Barlaud, Luc Pronzato

Proceedings of the International Conference on Image Processing, 2006

2005

Minimum-entropy estimation in semi-parametric models.

Eric Wolsztynski, Eric Thierry, Luc Pronzato

Signal Process., 2005

2004

Kalman filtering in stochastic gradient algorithms: construction of a stopping rule.

Barbara Bittner, Luc Pronzato

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Recursively re-weighted least-squares estimation in regression models with parameterized variance.

Luc Pronzato, Andrej Pázman

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2001

Eliminating Suboptimal Local Minimizers in Nonlinear Parameter Estimation.

Luc Pronzato, Eric Walter

Technometrics, 2001

Optimal and asymptotically optimal decision rules for sequential screening and resource allocation.

Luc Pronzato

IEEE Trans. Autom. Control., 2001

Using densities of estimators to compare pharmacokinetic experiments.

Luc Pronzato, Andrej Pázman

Comput. Biol. Medicine, 2001

Entropy minimization for parameter estimation problems with unknown distribution of the output noise.

Luc Pronzato, Eric Thierry

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Nonlinear prediction by kriging, with application to noise cancellation.

Jean-Pierre Costa, Luc Pronzato, Eric Thierry

Signal Process., 2000

Robust Identification and Control Based on Ellipsoidal Parametric Uncertainty Descriptions.

Henri-François Raynaud, Luc Pronzato, Eric Walter

Eur. J. Control, 2000

Discussion on: 'Robust Identification and Control Based on Ellipsoidal Parametric Uncertainty Descriptions' by H.-F. Raynaud, L. Prozato and E. Walter.

Yves Piguet, Henri-François Raynaud, Luc Pronzato, Eric Walter

Eur. J. Control, 2000

1999

Finite Sample Behaviour of an Ergodically Fast Line-Search Algorithm.

Luc Pronzato, Henry P. Wynn, Anatoly A. Zhigljavsky

Comput. Optim. Appl., 1999

A comparison between Kriging and radial basis function networks for nonlinear prediction.

Jean-Pierre Costa, Luc Pronzato, Eric Thierry

Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

Inversion of a nonlinear communication channel by kriging.

Jean-Pierre Costa, Luc Pronzato, Eric Thierry

Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999

Nonlinear filtering by kriging, with application to system inversion.

Jean Pierre Da Costa, Luc Pronzato, Eric Thierry

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

Dynamical Search - Applications of Dynamical Systems in Search and Optimization: Interdisciplinary Statistics.

Luc Pronzato, Henry P. Wynn, Anatoly A. Zhigljavsky

CRC Press, ISBN: 978-0-8493-0336-4, 1999

1998

Optimal selection of information with restricted storage capacity.

Luc Pronzato

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

Stochastic Analysis of Convergence via Dynamic Representation for a Class of Line-search Algorithms.

Luc Pronzato, Henry P. Wynn, Anatoly A. Zhigljavsky

Comb. Probab. Comput., 1997

Blind equalization in presence of bounded errors.

Sylvie Icart, Joël Le Roux, Luc Pronzato, Eric Thierry, Anatoly A. Zhigljavsky

Proceedings of the 1997 IEEE International Conference on Acoustics, 1997

1996

An actively adaptive control policy for linear models.

Luc Pronzato, Caroline Kulcsar, Eric Walter

IEEE Trans. Autom. Control., 1996

Erratum: Second-order approximation of the entropy in nonlinear least-squares estimation.

Luc Pronzato, Andrej Pázman

Kybernetika, 1996

Dual Control of Linearly Parameterised Models via Prediction of Posterior Densities.

Caroline Kulcsar, Luc Pronzato, Eric Walter

Eur. J. Control, 1996

Identifiability and distinguishability concepts in electrochemistry.

Fabienne Berthier, J.-P. Diard, Luc Pronzato, Eric Walter

Autom., 1996

1994

Comments about the coincident bit counting (CBC) criterion for image registration.

Alain Venot, Luc Pronzato, Eric Walter

IEEE Trans. Medical Imaging, 1994

Second-order approximation of the entropy in nonlinear least-squares estimation.

Luc Pronzato, Andrej Pázman

Kybernetika, 1994

Minimum-volume ellipsoids containing compact sets : Application to parameter bounding.

Luc Pronzato, Eric Walter

Autom., 1994

1993

Maximum-volume ellipsoids contained in bounded convex sets: Application to batch and on-line parameter bounding.

Luc Pronzato, Eric Walter

Proceedings of the System Modelling and Optimization: Proceedings of the 16th IFIP-TC7 Conference, 1993

1990

Qualitative and quantitative experiment design for phenomenological models - A survey.

Eric Walter, Luc Pronzato

Autom., 1990

1989

Theoretical properties of sign change criteria for robust off-line estimation.

Eric Walter, Luc Pronzato, Alain Venot

Autom., 1989

Experiment design in a bounded-error context: Comparison with D-optimality.

Luc Pronzato, Eric Walter

Autom., 1989

1986

A distribution-free criterion for robust identification, with applications in system modelling and image processing.

Alain Venot, Luc Pronzato, Eric Walter, J. F. Lebruchec

Autom., 1986