Tramel, Eric W.
- Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach
2018/02/01 by Pierre Courtiol, Eric W. Tramel, Courtiol, Pierre +5 · 4 citations
Computer Science · Medicine · #AI in cancer detection #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 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)
- 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