Constance Beguier

According to our database, Constance Beguier authored at least 4 papers between 2020 and 2022.

Collaborative distances:

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

2022

SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning.

Tanguy Marchand, Boris Muzellec, Constance Beguier, Jean Ogier du Terrail, Mathieu Andreux

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Differentially Private Federated Learning for Cancer Prediction.

Constance Beguier, Jean Ogier du Terrail, Iqraa Meah, Mathieu Andreux, Eric W. Tramel

CoRR, 2021

2020

SAFER: Sparse secure Aggregation for FEderated leaRning.

Constance Beguier, Eric W. Tramel

CoRR, 2020

Siloed Federated Learning for Multi-centric Histopathology Datasets.

Mathieu Andreux, Jean Ogier du Terrail, Constance Beguier, Eric W. Tramel

Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020