Constance Beguier

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 6

Top Topics

Active Learning

Inductive Inference

Privacy Preserving

Benchmark Datasets

Top Venues

DART/DCL@MICCAI

Publications

Tanguy Marchand, Boris Muzellec, Constance Beguier, Jean Ogier du Terrail, Mathieu Andreux
SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning. NeurIPS (2022)
Tanguy Marchand, Boris Muzellec, Constance Beguier, Jean Ogier du Terrail, Mathieu Andreux
SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning. CoRR (2022)
Constance Beguier, Jean Ogier du Terrail, Iqraa Meah, Mathieu Andreux, Eric W. Tramel
Differentially Private Federated Learning for Cancer Prediction. CoRR (2021)
Mathieu Andreux, Jean Ogier du Terrail, Constance Beguier, Eric W. Tramel
Siloed Federated Learning for Multi-centric Histopathology Datasets. DART/DCL@MICCAI (2020)
Mathieu Andreux, Jean Ogier du Terrail, Constance Beguier, Eric W. Tramel
Siloed Federated Learning for Multi-Centric Histopathology Datasets. CoRR (2020)
Constance Beguier, Eric W. Tramel
SAFER: Sparse secure Aggregation for FEderated leaRning. CoRR (2020)