Beguier, Constance

1. Efficient Sparse Secure Aggregation for Federated Learning
   2020/07/29 by Beguier, Constance, Andreux, Mathieu, Tramel, Eric W. · 1 citation
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Siloed Federated Learning for Multi-Centric Histopathology Datasets
   2020/08/17 by Andreux, Mathieu, Terrail, Jean Ogier du, Beguier, Constance +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
3. SecureFedYJ: a safe feature Gaussianization protocol for Federated Learning
   2022/10/04 by Tanguy Marchand, Marchand, Tanguy, Boris Muzellec +7 · 1 citation
   Mathematics · Computer Science · Environmental Science · #Statistical Methods and Inference #Privacy-Preserving Technologies in Data #Remote Sensing in Agriculture