Luc Pronzato

Publication Activity (10 Years)

Years Active: 1986-2023
Publications (10 Years): 14

Top Topics

Nonparametric Density Estimation

Greedy Algorithms

Mahalanobis Distance

Top Venues

SIAM/ASA J. Uncertain. Quantification

J. Approx. Theory

Publications

Luc Pronzato, Anatoly A. Zhigljavsky
Quasi-uniform designs with optimal and near-optimal uniformity constant. J. Approx. Theory 294 (2023)
Luc Pronzato
Performance analysis of greedy algorithms for minimising a Maximum Mean Discrepancy. CoRR (2021)
Amaya Nogales-Gómez, Luc Pronzato, Maria-João Rendas
Incremental space-filling design based on coverings and spacings: improving upon low discrepancy sequences. CoRR (2021)
Luc Pronzato, Anatoly Zhigljavsky
Minimum-energy measures for singular kernels. J. Comput. Appl. Math. 382 (2021)
Elias Fekhari, Bertrand Iooss, Joseph Muré, Luc Pronzato, Maria-João Rendas
Model Predictivity Assessment: Incremental Test-Set Selection and Accuracy Evaluation. SIS (2021)
Luc Pronzato, Anatoly Zhigljavsky
Quasi-uniform designs with optimal and near-optimal uniformity constant. CoRR (2021)
Luc Pronzato, Anatoly Zhigljavsky
Bayesian Quadrature, Energy Minimization, and Space-Filling Design. SIAM/ASA J. Uncertain. Quantification 8 (3) (2020)
Luc Pronzato
Sensitivity analysis via Karhunen-Loève expansion of a random field model: Estimation of Sobol' indices and experimental design. Reliab. Eng. Syst. Saf. 187 (2019)
Luc Pronzato
On the elimination of inessential points in the smallest enclosing ball problem. Optim. Methods Softw. 34 (2) (2019)
Luc Pronzato, Anatoly Zhigljavsky
Measures Minimizing Regularized Dispersion. J. Sci. Comput. 78 (3) (2019)
Luc Pronzato, Henry P. Wynn, Anatoly A. Zhigljavsky
Simplicial variances, potentials and Mahalanobis distances. J. Multivar. Anal. 168 (2018)
Luc Pronzato, Maria-João Rendas
Bayesian Local Kriging. Technometrics 59 (3) (2017)
Bertrand Gauthier, Luc Pronzato
Convex relaxation for IMSE optimal design in random-field models. Comput. Stat. Data Anal. 113 (2017)
Bertrand Gauthier, Luc Pronzato
Approximation of IMSE-optimal Designs via Quadrature Rules and Spectral Decomposition. Commun. Stat. Simul. Comput. 45 (5) (2016)
Youssef Bennani, Luc Pronzato, Maria-João Rendas
Most Likely Maximum Entropy for Population Analysis with Region-Censored Data. Entropy 17 (6) (2015)
Bertrand Gauthier, Luc Pronzato
Spectral Approximation of the IMSE Criterion for Optimal Designs in Kernel-Based Interpolation Models. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Youssef Bennani, Luc Pronzato, Maria-João Rendas
Nonparametric density estimation with region-censored data. EUSIPCO (2014)
Anatoly A. Zhigljavsky, Luc Pronzato, Elena Bukina
An asymptotically optimal gradient algorithm for quadratic optimization with low computational cost. Optim. Lett. 7 (6) (2013)
Luc Pronzato, Werner G. Müller
Design of computer experiments: space filling and beyond. Stat. Comput. 22 (3) (2012)
Luc Pronzato, Anatoly A. Zhigljavsky
Gradient algorithms for quadratic optimization with fast convergence rates. Comput. Optim. Appl. 50 (3) (2011)
Luc Pronzato
Optimal experimental design and some related control problems. Autom. 44 (2) (2008)
Luc Pronzato, Henry P. Wynn, Anatoly A. Zhigljavsky
and Hilbert spaces. Math. Program. 107 (3) (2006)
Sylvain Boltz, Eric Wolsztynski, Eric Debreuve, Eric Thierry, Michel Barlaud, Luc Pronzato
A Minimum-Entropy Procedure for Robust Motion Estimation. ICIP (2006)
Eric Wolsztynski, Eric Thierry, Luc Pronzato
Minimum-entropy estimation in semi-parametric models. Signal Process. 85 (5) (2005)
Eric Wolsztynski, Eric Thierry, Luc Pronzato
Minimum entropy estimation in semi parametric models. ICASSP (2) (2004)
Luc Pronzato, Andrej Pázman
Recursively re-weighted least-squares estimation in regression models with parameterized variance. EUSIPCO (2004)
Barbara Bittner, Luc Pronzato
Kalman filtering in stochastic gradient algorithms: construction of a stopping rule. ICASSP (2) (2004)
Luc Pronzato, Eric Thierry
Entropy minimization for parameter estimation problems with unknown distribution of the output noise. ICASSP (2001)
Luc Pronzato
Optimal and asymptotically optimal decision rules for sequential screening and resource allocation. IEEE Trans. Autom. Control. 46 (5) (2001)
Luc Pronzato, Eric Walter
Eliminating Suboptimal Local Minimizers in Nonlinear Parameter Estimation. Technometrics 43 (4) (2001)
Luc Pronzato, Andrej Pázman
Using densities of estimators to compare pharmacokinetic experiments. Comput. Biol. Medicine 31 (3) (2001)
Yves Piguet, Henri-François Raynaud, Luc Pronzato, Eric Walter
Discussion on: 'Robust Identification and Control Based on Ellipsoidal Parametric Uncertainty Descriptions' by H.-F. Raynaud, L. Prozato and E. Walter. Eur. J. Control 6 (3) (2000)
Jean-Pierre Costa, Luc Pronzato, Eric Thierry
Nonlinear prediction by kriging, with application to noise cancellation. Signal Process. 80 (4) (2000)
Henri-François Raynaud, Luc Pronzato, Eric Walter
Robust Identification and Control Based on Ellipsoidal Parametric Uncertainty Descriptions. Eur. J. Control 6 (3) (2000)
Jean-Pierre Costa, Luc Pronzato, Eric Thierry
Inversion of a nonlinear communication channel by kriging. ICECS (1999)
Jean-Pierre Costa, Luc Pronzato, Eric Thierry
A comparison between Kriging and radial basis function networks for nonlinear prediction. NSIP (1999)
Jean Pierre Da Costa, Luc Pronzato, Eric Thierry
Nonlinear filtering by kriging, with application to system inversion. ICASSP (1999)
Luc Pronzato, Henry P. Wynn, Anatoly A. Zhigljavsky
Finite Sample Behaviour of an Ergodically Fast Line-Search Algorithm. Comput. Optim. Appl. 14 (1) (1999)
Luc Pronzato
Optimal selection of information with restricted storage capacity. ICASSP (1998)
Luc Pronzato, Henry P. Wynn, Anatoly A. Zhigljavsky
Stochastic Analysis of Convergence via Dynamic Representation for a Class of Line-search Algorithms. Comb. Probab. Comput. 6 (2) (1997)
Sylvie Icart, Joël Le Roux, Luc Pronzato, Eric Thierry, Anatoly A. Zhigljavsky
Blind equalization in presence of bounded errors. ICASSP (1997)
Luc Pronzato, Andrej Pázman
Erratum: Second-order approximation of the entropy in nonlinear least-squares estimation. Kybernetika 32 (1) (1996)
Luc Pronzato, Caroline Kulcsar, Eric Walter
An actively adaptive control policy for linear models. IEEE Trans. Autom. Control. 41 (6) (1996)
Fabienne Berthier, J.-P. Diard, Luc Pronzato, Eric Walter
Identifiability and distinguishability concepts in electrochemistry. Autom. 32 (7) (1996)
Caroline Kulcsar, Luc Pronzato, Eric Walter
Dual Control of Linearly Parameterised Models via Prediction of Posterior Densities. Eur. J. Control 2 (2) (1996)
Luc Pronzato, Andrej Pázman
Second-order approximation of the entropy in nonlinear least-squares estimation. Kybernetika 30 (2) (1994)
Luc Pronzato, Eric Walter
Minimum-volume ellipsoids containing compact sets : Application to parameter bounding. Autom. 30 (11) (1994)
Alain Venot, Luc Pronzato, Eric Walter
Comments about the coincident bit counting (CBC) criterion for image registration. IEEE Trans. Medical Imaging 13 (3) (1994)
Luc Pronzato, Eric Walter
Maximum-volume ellipsoids contained in bounded convex sets: Application to batch and on-line parameter bounding. System Modelling and Optimization (1993)
Eric Walter, Luc Pronzato
Qualitative and quantitative experiment design for phenomenological models - A survey. Autom. 26 (2) (1990)
Luc Pronzato, Eric Walter
Experiment design in a bounded-error context: Comparison with D-optimality. Autom. 25 (3) (1989)
Eric Walter, Luc Pronzato, Alain Venot
Theoretical properties of sign change criteria for robust off-line estimation. Autom. 25 (6) (1989)
Alain Venot, Luc Pronzato, Eric Walter, J. F. Lebruchec
A distribution-free criterion for robust identification, with applications in system modelling and image processing. Autom. 22 (1) (1986)