Cyprien Gilet

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 6

Top Topics

Gradient Method

Alternating Minimization

Class Probabilities

Top Venues

Publications

Cyprien Gilet, Marie Guyomard, Sébastien Destercke, Lionel Fillatre
Softmin discrete minimax classifier for imbalanced classes and prior probability shifts. Mach. Learn. 113 (2) (2024)
Cyprien Gilet, Marie Guyomard, Susana Barbosa, Lionel Fillatre
Multiclass Minimax Learning for Deep Neural Networks. EUSIPCO (2023)
Cyprien Gilet, Marie Deprez, Pacal Barbry, Jean-Baptiste Caillau, Michel Barlaud
Efficient Clustering Using Alternating Minimization And A Projection-Gradient Method For Dimension Reduction. ICIP (2022)
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) (2022)
Cyprien Gilet, Susana Barbosa, Lionel Fillatre
Minimax Classifier with Box Constraint on the Priors. ML4H@NeurIPS (2019)
Cyprien Gilet, Marie Deprez, Jean-Baptiste Caillau, Michel Barlaud
Clustering with feature selection using alternating minimization, Application to computational biology. CoRR (2017)