Cyprien Gilet

According to our database, Cyprien Gilet authored at least 9 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Softmin discrete minimax classifier for imbalanced classes and prior probability shifts.

Cyprien Gilet, Marie Guyomard, Sébastien Destercke, Lionel Fillatre

Mach. Learn., February, 2024

Discrete Minimax Binary Relevance Classifier for Imbalanced Multi-label Classification.

Salvador Madrigal, Vu-Linh Nguyen, Cyprien Gilet, Sébastien Destercke

Proceedings of the Scalable Uncertainty Management - 16th International Conference, 2024

Robust Discrete Bayesian Classifier Under Covariate and Label Noise.

Wenlong Chen, Cyprien Gilet, Benjamin Quost, Sébastien Destercke

Proceedings of the Scalable Uncertainty Management - 16th International Conference, 2024

2023

Multiclass Minimax Learning for Deep Neural Networks.

Cyprien Gilet, Marie Guyomard, Susana Barbosa, Lionel Fillatre

Proceedings of the 31st European Signal Processing Conference, 2023

2022

Discrete Box-Constrained Minimax Classifier for Uncertain and Imbalanced Class Proportions.

Cyprien Gilet, Susana Barbosa, Lionel Fillatre

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Efficient Clustering Using Alternating Minimization And A Projection-Gradient Method For Dimension Reduction.

Cyprien Gilet, Marie Deprez, Pascal Barbry, Jean-Baptiste Caillau, Michel Barlaud

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

Discrete minimax classifier for personalized diagnosis in medicine. (Classifieur minimax discret pour l'aide au diagnostic médical dans la médecine personnalisée).

Cyprien Gilet

PhD thesis, 2021

2019

Minimax Classifier with Box Constraint on the Priors.

Cyprien Gilet, Susana Barbosa, Lionel Fillatre

Proceedings of the Machine Learning for Health Workshop, 2019

2017

Clustering with feature selection using alternating minimization, Application to computational biology.

Cyprien Gilet, Marie Deprez, Jean-Baptiste Caillau, Michel Barlaud

CoRR, 2017