Fabrice Gamboa

48 papers A* 2B 1Journal 43Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Exact Functional ANOVA Decomposition for Categorical Inputs Models. CoRR Baptiste Ferrere, Nicolas Bousquet, Fabrice Gamboa, Jean-Michel Loubes, Joseph Muré
2026	J	`jnl`	Feature Representation Transferring to Lightweight Models via Perception Coherence. Trans. Mach. Learn. Res. Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone
2026	J	`jnl`	Training More Robust Classification Model via Discriminative Loss and Gaussian Noise Injection. Trans. Mach. Learn. Res. Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone
2025	J	`jnl`	Aging modeling and lifetime prediction of a proton exchange membrane fuel cell using an extended Kalman filter. Math. Comput. Simul. Serigne Daouda Pene, Antoine Picot, Fabrice Gamboa, Nicolas Savy, Christophe Turpin, Amine Jaafar
2025	J	`jnl`	Convolutional Rectangular Attention Module. CoRR Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone
2025	J	`jnl`	Explaining Models under Multivariate Bernoulli Distribution via Hoeffding Decomposition. CoRR Baptiste Ferrere, Nicolas Bousquet, Fabrice Gamboa, Jean-Michel Loubes, Joseph Muré
2025	J	`jnl`	Feature Representation Transferring to Lightweight Models via Perception Coherence. CoRR Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone
2025	—	`conf`	Geodesic Non-completeness of the Truncated Normal Family. GSI (2) Baalu Belay Ketema, Nicolas Bousquet, Francesco Costantino, Fabrice Gamboa, Bertrand Iooss, Roman Sueur
2025	J	`jnl`	Hoeffding decomposition of functions of random dependent variables. J. Multivar. Anal. Marouane Il Idrissi, Nicolas Bousquet, Fabrice Gamboa, Bertrand Iooss, Jean-Michel Loubes
2024	J	`jnl`	Aging modeling and lifetime prediction of a proton exchange membrane fuel cell using an extended Kalman filter. CoRR Serigne Daouda Pene, Antoine Picot, Fabrice Gamboa, Nicolas Savy, Christophe Turpin, Amine Jaafar
2024	J	`jnl`	CNN-based Compressor Mass Flow Estimator in Industrial Aircraft Vapor Cycle System. CoRR Justin Reverdi, Sixin Zhang, Saïd Aoues, Fabrice Gamboa, Serge Gratton, Thomas Pellegrini
2024	A*	`conf`	Combining Statistical Depth and Fermat Distance for Uncertainty Quantification. NeurIPS Hai-Vy Nguyen, Fabrice Gamboa, Reda Chhaibi, Sixin Zhang, Serge Gratton, Thierry Giaccone
2024	J	`jnl`	Combining Statistical Depth and Fermat Distance for Uncertainty Quantification. CoRR Hai-Vy Nguyen, Fabrice Gamboa, Reda Chhaibi, Sixin Zhang, Serge Gratton, Thierry Giaccone
2024	J	`jnl`	Fairness seen as global sensitivity analysis. Mach. Learn. Clément Benesse, Fabrice Gamboa, Jean-Michel Loubes, Thibaut Boissin
2024	J	`jnl`	Large Margin Discriminative Loss for Classification. CoRR Hai-Vy Nguyen, Fabrice Gamboa, Sixin Zhang, Reda Chhaibi, Serge Gratton, Thierry Giaccone
2024	J	`jnl`	Sensitivity Analysis for Active Sampling, with Applications to the Simulation of Analog Circuits. CoRR Reda Chhaibi, Fabrice Gamboa, Christophe Oger, Vinicius Oliveira, Clément Pellegrini, Damien Remot
2024	J	`jnl`	Spectral decomposition of H1(μ) and Poincaré inequality on a compact interval - Application to kernel quadrature. J. Approx. Theory Olivier Roustant, Nora Lüthen, Fabrice Gamboa
2024	J	`jnl`	Statistical Edge Detection And UDF Learning For Shape Representation. CoRR Virgile Foy, Fabrice Gamboa, Reda Chhaibi
2023	J	`jnl`	Conformal inference for regression on Riemannian Manifolds. CoRR Alejandro Cholaquidis, Fabrice Gamboa, Leonardo Moreno
2021	J	`jnl`	Dual optimal design and the Christoffel-Darboux polynomial. Optim. Lett. Yohann de Castro, Fabrice Gamboa, Didier Henrion, Jean-Bernard Lasserre
2021	J	`jnl`	Global sensitivity analysis using derivative-based sparse Poincaré chaos expansions. CoRR Nora Lüthen, Olivier Roustant, Fabrice Gamboa, Bertrand Iooss, Stefano Marelli, Bruno Sudret
2021	J	`jnl`	Maximum Entropy on the Mean approach to solve generalized inverse problems with an application in computational thermodynamics. RAIRO Oper. Res. Fabrice Gamboa, Christine Guéneau, Thierry Klein, Eva Lawrence
2021	J	`jnl`	Optimization of Quasi-convex Function over Product Measure Sets. SIAM J. Optim. Jérôme Stenger, Fabrice Gamboa, Merlin Keller
2021	J	`jnl`	Sensitivity analysis in general metric spaces. Reliab. Eng. Syst. Saf. Fabrice Gamboa, Thierry Klein, Agnès Lagnoux, Leonardo Moreno
2019	—	`conf`	Canonical Moments for Optimal Uncertainty Quantification on a Variety. GSI Jérôme Stenger, Fabrice Gamboa, Merlin Keller, Bertrand Iooss
2019	J	`jnl`	Connecting pairwise geodesic spheres by depth: DCOPS. J. Multivar. Anal. Ricardo Fraiman, Fabrice Gamboa, Leonardo Moreno
2019	J	`jnl`	Gaussian Process-Based Dimension Reduction for Goal-Oriented Sequential Design. SIAM/ASA J. Uncertain. Quantification Malek Ben Salem, François Bachoc, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso
2019	A*	`conf`	Obtaining Fairness using Optimal Transport Theory. ICML Paula Gordaliza, Eustasio del Barrio, Fabrice Gamboa, Jean-Michel Loubes
2018	J	`jnl`	A Gaussian Process Regression Model for Distribution Inputs. IEEE Trans. Inf. Theory François Bachoc, Fabrice Gamboa, Jean-Michel Loubes, Nil Venet
2018	J	`jnl`	Entropic Variable Boosting for Explainability and Interpretability in Machine Learning. CoRR François Bachoc, Fabrice Gamboa, Jean-Michel Loubes, Laurent Risser
2018	J	`jnl`	Sensitivity Analysis Based on Cramér-von Mises Distance. SIAM/ASA J. Uncertain. Quantification Fabrice Gamboa, Thierry Klein, Agnès Lagnoux
2017	J	`jnl`	Approximate Optimal Designs for Multivariate Polynomial Regression. CoRR Yohann de Castro, Fabrice Gamboa, Didier Henrion, Roxana Hess, Jean-Bernard Lasserre
2017	J	`jnl`	Deep Learning applied to Road Traffic Speed forecasting. CoRR Thomas Epelbaum, Fabrice Gamboa, Jean-Michel Loubes, Jessica Martin
2017	J	`jnl`	Exact Solutions to Super Resolution on Semi-Algebraic Domains in Higher Dimensions. IEEE Trans. Inf. Theory Yohann de Castro, Fabrice Gamboa, Didier Henrion, Jean B. Lasserre
2017	J	`jnl`	Universal Prediction Distribution for Surrogate Models. SIAM/ASA J. Uncertain. Quantification Malek Ben Salem, Olivier Roustant, Fabrice Gamboa, Lionel Tomaso
2015	J	`jnl`	Exact solutions to Super Resolution on semi-algebraic domains in higher dimensions. CoRR Yohann de Castro, Fabrice Gamboa, Didier Henrion, Jean B. Lasserre
2015	B	`conf`	Transient phenomena prediction using recurrent neural networks. IJCNN Jonathan Guerra, Patricia Klotz, Béatrice Laurent, Fabrice Gamboa
2014	J	`jnl`	A random-projection based test of Gaussianity for stationary processes. Comput. Stat. Data Anal. Alicia Nieto-Reyes, Juan Antonio Cuesta-Albertos, Fabrice Gamboa
2014	J	`jnl`	Oracle Inequalities for a Group Lasso Procedure Applied to Generalized Linear Models in High Dimension. IEEE Trans. Inf. Theory Mélanie Blazère, Jean-Michel Loubes, Fabrice Gamboa
2013	J	`jnl`	Derivative-based global sensitivity measures: General links with Sobol' indices and numerical tests. Math. Comput. Simul. Matieyendou Lamboni, Bertrand Iooss, A.-L. Popelin, Fabrice Gamboa
2012	J	`jnl`	Large deviations for random matricial moment problems. J. Multivar. Anal. Fabrice Gamboa, Jan Nagel, Alain Rouault, Jens Wagener
2011	J	`jnl`	Exact Reconstruction using Support Pursuit CoRR Yohann de Castro, Fabrice Gamboa
2009	J	`jnl`	Estimation of Translation, Rotation, and Scaling between Noisy Images Using the Fourier--Mellin Transform. SIAM J. Imaging Sci. Jérémie Bigot, Fabrice Gamboa, Myriam Vimond
2009	J	`jnl`	Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs. Technometrics Sébastien Da Veiga, François Wahl, Fabrice Gamboa
1999	J	`jnl`	MEM pixel correlated solutions for generalized moment and interpolation problems. IEEE Trans. Inf. Theory Imre Csiszár, Fabrice Gamboa, Elisabeth Gassiat
1997	J	`jnl`	Source separation when the input sources are discrete or have constant modulus. IEEE Trans. Signal Process. Fabrice Gamboa, Elisabeth Gassiat
1994	J	`jnl`	On two-dimensional spectral realization. IEEE Trans. Inf. Theory Fabrice Gamboa, Marc Lavielle
1994	J	`jnl`	The maximum entropy method on the mean: Applications to linear programming and superresolution. Math. Program. Fabrice Gamboa, Elisabeth Gassiat