Fabrice Gamboa

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 25

Top Topics

Gaussian Process

Sensitivity Analysis

Top Venues

IEEE Trans. Inf. Theory

SIAM/ASA J. Uncertain. Quantification

Publications

Hai-Vy Nguyen, Fabrice Gamboa, Reda Chhaibi, Sixin Zhang, Serge Gratton, Thierry Giaccone
Combining Statistical Depth and Fermat Distance for Uncertainty Quantification. CoRR (2024)
Reda Chhaibi, Fabrice Gamboa, Christophe Oger, Vinicius Oliveira, Clément Pellegrini, Damien Remot
Sensitivity Analysis for Active Sampling, with Applications to the Simulation of Analog Circuits. CoRR (2024)
Virgile Foy, Fabrice Gamboa, Reda Chhaibi
Statistical Edge Detection And UDF Learning For Shape Representation. CoRR (2024)
Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone
Large Margin Discriminative Loss for Classification. CoRR (2024)
Justin Reverdi, Sixin Zhang, Saïd Aoues, Fabrice Gamboa, Serge Gratton, Thomas Pellegrini
CNN-based Compressor Mass Flow Estimator in Industrial Aircraft Vapor Cycle System. CoRR (2024)
Clément Benesse, Fabrice Gamboa, Jean-Michel Loubes, Thibaut Boissin
Fairness seen as global sensitivity analysis. Mach. Learn. 113 (5) (2024)
Olivier Roustant, Nora Lüthen, Fabrice Gamboa
Spectral decomposition of H1(μ) and Poincaré inequality on a compact interval - Application to kernel quadrature. J. Approx. Theory 301 (2024)
Serigne Daouda Pene, Antoine Picot, Fabrice Gamboa, Nicolas Savy, Christophe Turpin, Amine Jaafar
Aging modeling and lifetime prediction of a proton exchange membrane fuel cell using an extended Kalman filter. CoRR (2024)
Alejandro Cholaquidis, Fabrice Gamboa, Leonardo Moreno
Conformal inference for regression on Riemannian Manifolds. CoRR (2023)
Fabrice Gamboa, Thierry Klein, Agnès Lagnoux, Leonardo Moreno
Sensitivity analysis in general metric spaces. Reliab. Eng. Syst. Saf. 212 (2021)
Fabrice Gamboa, Christine Guéneau, Thierry Klein, Eva Lawrence
Maximum Entropy on the Mean approach to solve generalized inverse problems with an application in computational thermodynamics. RAIRO Oper. Res. 55 (2) (2021)
Jérôme Stenger, Fabrice Gamboa, Merlin Keller
Optimization of Quasi-convex Function over Product Measure Sets. SIAM J. Optim. 31 (1) (2021)
Nora Lüthen, Olivier Roustant, Fabrice Gamboa, Bertrand Iooss, Stefano Marelli, Bruno Sudret
Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions. CoRR (2021)
Yohann de Castro, Fabrice Gamboa, Didier Henrion, Jean-Bernard Lasserre
Dual optimal design and the Christoffel-Darboux polynomial. Optim. Lett. 15 (1) (2021)
Paula Gordaliza, Eustasio del Barrio, Fabrice Gamboa, Jean-Michel Loubes
Obtaining Fairness using Optimal Transport Theory. ICML (2019)
Ricardo Fraiman, Fabrice Gamboa, Leonardo Moreno
Connecting pairwise geodesic spheres by depth: DCOPS. J. Multivar. Anal. 169 (2019)
Jérôme Stenger, Fabrice Gamboa, Merlin Keller, Bertrand Iooss
Canonical Moments for Optimal Uncertainty Quantification on a Variety. GSI (2019)
Malek Ben Salem, François Bachoc, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso
Gaussian Process-Based Dimension Reduction for Goal-Oriented Sequential Design. SIAM/ASA J. Uncertain. Quantification 7 (4) (2019)
Fabrice Gamboa, Thierry Klein, Agnès Lagnoux
Sensitivity Analysis Based on Cramér-von Mises Distance. SIAM/ASA J. Uncertain. Quantification 6 (2) (2018)
François Bachoc, Fabrice Gamboa, Jean-Michel Loubes, Nil Venet
A Gaussian Process Regression Model for Distribution Inputs. IEEE Trans. Inf. Theory 64 (10) (2018)
François Bachoc, Fabrice Gamboa, Jean-Michel Loubes, Laurent Risser
Entropic Variable Boosting for Explainability and Interpretability in Machine Learning. CoRR (2018)
Malek Ben Salem, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso
Universal Prediction Distribution for Surrogate Models. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Yohann de Castro, Fabrice Gamboa, Didier Henrion, Roxana Hess, Jean-Bernard Lasserre
Approximate Optimal Designs for Multivariate Polynomial Regression. CoRR (2017)
Yohann de Castro, Fabrice Gamboa, Didier Henrion, Jean B. Lasserre
Exact Solutions to Super Resolution on Semi-Algebraic Domains in Higher Dimensions. IEEE Trans. Inf. Theory 63 (1) (2017)
Thomas Epelbaum, Fabrice Gamboa, Jean-Michel Loubes, Jessica Martin
Deep Learning applied to Road Traffic Speed forecasting. CoRR (2017)
Jonathan Guerra, Patricia Klotz, Béatrice Laurent, Fabrice Gamboa
Transient phenomena prediction using recurrent neural networks. IJCNN (2015)
Yohann de Castro, Fabrice Gamboa, Didier Henrion, Jean B. Lasserre
Exact solutions to Super Resolution on semi-algebraic domains in higher dimensions. CoRR (2015)
Mélanie Blazère, Jean-Michel Loubes, Fabrice Gamboa
Oracle Inequalities for a Group Lasso Procedure Applied to Generalized Linear Models in High Dimension. IEEE Trans. Inf. Theory 60 (4) (2014)
Alicia Nieto-Reyes, Juan Antonio Cuesta-Albertos, Fabrice Gamboa
A random-projection based test of Gaussianity for stationary processes. Comput. Stat. Data Anal. 75 (2014)
Matieyendou Lamboni, Bertrand Iooss, A.-L. Popelin, Fabrice Gamboa
Derivative-based global sensitivity measures: General links with Sobol' indices and numerical tests. Math. Comput. Simul. 87 (2013)
Fabrice Gamboa, Jan Nagel, Alain Rouault, Jens Wagener
Large deviations for random matricial moment problems. J. Multivar. Anal. 106 (2012)
Yohann de Castro, Fabrice Gamboa
Exact Reconstruction using Support Pursuit CoRR (2011)
Jérémie Bigot, Fabrice Gamboa, Myriam Vimond
Estimation of Translation, Rotation, and Scaling between Noisy Images Using the Fourier--Mellin Transform. SIAM J. Imaging Sci. 2 (2) (2009)
Sébastien Da Veiga, François Wahl, Fabrice Gamboa
Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs. Technometrics 51 (4) (2009)
Imre Csiszár, Fabrice Gamboa, Elisabeth Gassiat
MEM pixel correlated solutions for generalized moment and interpolation problems. IEEE Trans. Inf. Theory 45 (7) (1999)
Fabrice Gamboa, Elisabeth Gassiat
Source separation when the input sources are discrete or have constant modulus. IEEE Trans. Signal Process. 45 (12) (1997)
Fabrice Gamboa, Elisabeth Gassiat
The maximum entropy method on the mean: Applications to linear programming and superresolution. Math. Program. 66 (1994)
Fabrice Gamboa, Marc Lavielle
On two-dimensional spectral realization. IEEE Trans. Inf. Theory 40 (5) (1994)