Constance Beguier

SAFER: Sparse secure Aggregation for FEderated leaRning pdf

Constance Beguier, Eric W. Tramel, C. Béguier, 2020, ArXiv.

Differentially Private Federated Learning for Cancer Prediction pdf

Constance Beguier, Eric W. Tramel, Mathieu Andreux, 2021, ArXiv.

Siloed Federated Learning for Multi-Centric Histopathology Datasets

Constance Beguier, Eric W. Tramel, Mathieu Andreux, 2020, DART/DCL@MICCAI.