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Gamboa, Fabrice
3 publications
TMLR
2026
Training More Robust Classification Model via Discriminative Loss and Gaussian Noise Injection
Hai-Vy Nguyen
,
Fabrice Gamboa
,
Sixin Zhang
,
Reda Chhaibi
,
Serge Gratton
,
Thierry Giaccone
NeurIPS
2024
Combining Statistical Depth and Fermat Distance for Uncertainty Quantification
Hai-Vy Nguyen
,
Fabrice Gamboa
,
Reda Chhaibi
,
Sixin Zhang
,
Serge Gratton
,
Thierry Giaccone
MLJ
2024
Fairness Seen as Global Sensitivity Analysis
Clément Benesse
,
Fabrice Gamboa
,
Jean-Michel Loubes
,
Thibaut Boissin