Jean-Baptiste Fermanian

According to our database, Jean-Baptiste Fermanian authored at least 8 papers between 2021 and 2026.

Collaborative distances:

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

2026

Adaptive Personalized Federated Learning via Multi-task Averaging of Kernel Mean Embeddings.

Jean-Baptiste Fermanian, Batiste Le Bars, Aurélien Bellet

CoRR, March, 2026

2025

Class conditional conformal prediction for multiple inputs by p-value aggregation.

Jean-Baptiste Fermanian, Mohamed Hebiri, Joseph Salmon

CoRR, July, 2025

Conformal Prediction for Long-Tailed Classification.

Tiffany Ding, Jean-Baptiste Fermanian, Joseph Salmon

CoRR, July, 2025

Transductive Conformal Inference for Ranking.

Jean-Baptiste Fermanian, Pierre Humbert, Gilles Blanchard

CoRR, January, 2025

2024

High dimensional multiple means estimation and testing with applications to machine learning. (Test et estimation multiple de moyennes en grande dimension avec applications à l'apprentissage automatique).

Jean-Baptiste Fermanian

PhD thesis, 2024

Estimation of multiple mean vectors in high dimension.

Gilles Blanchard, Jean-Baptiste Fermanian, Hannah Marienwald

CoRR, 2024

2021

Nonasymptotic one-and two-sample tests in high dimension with unknown covariance structure.

Gilles Blanchard, Jean-Baptiste Fermanian

CoRR, 2021

High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding.

Hannah Marienwald, Jean-Baptiste Fermanian, Gilles Blanchard

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021