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Cyprien Gilet
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2020 – today
- 2024
- [j2]Cyprien Gilet
, Marie Guyomard, Sébastien Destercke
, Lionel Fillatre
:
Softmin discrete minimax classifier for imbalanced classes and prior probability shifts. Mach. Learn. 113(2): 605-645 (2024) - [c5]Wenlong Chen
, Cyprien Gilet
, Benjamin Quost
, Sébastien Destercke
:
Robust Discrete Bayesian Classifier Under Covariate and Label Noise. SUM 2024: 100-114 - [c4]Salvador Madrigal, Vu-Linh Nguyen, Cyprien Gilet, Sébastien Destercke:
Discrete Minimax Binary Relevance Classifier for Imbalanced Multi-label Classification. SUM 2024: 281-296 - 2023
- [c3]Cyprien Gilet, Marie Guyomard, Susana Barbosa, Lionel Fillatre:
Multiclass Minimax Learning for Deep Neural Networks. EUSIPCO 2023: 1265-1269 - 2022
- [j1]Cyprien Gilet
, Susana Barbosa
, Lionel Fillatre
:
Discrete Box-Constrained Minimax Classifier for Uncertain and Imbalanced Class Proportions. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 2923-2937 (2022) - [c2]Cyprien Gilet, Marie Deprez, Pascal Barbry, Jean-Baptiste Caillau, Michel Barlaud:
Efficient Clustering Using Alternating Minimization And A Projection-Gradient Method For Dimension Reduction. ICIP 2022: 176-180 - 2021
- [b1]Cyprien Gilet:
Discrete minimax classifier for personalized diagnosis in medicine. (Classifieur minimax discret pour l'aide au diagnostic médical dans la médecine personnalisée). University of Côte d'Azur, Nice, France, 2021
2010 – 2019
- 2019
- [c1]Cyprien Gilet, Susana Barbosa, Lionel Fillatre:
Minimax Classifier with Box Constraint on the Priors. ML4H@NeurIPS 2019: 66-80 - 2017
- [i1]Cyprien Gilet, Marie Deprez, Jean-Baptiste Caillau, Michel Barlaud:
Clustering with feature selection using alternating minimization, Application to computational biology. CoRR abs/1711.02974 (2017)
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