Nima Mohammadi
- Differential Privacy Meets Federated Learning under Communication Constraints
2021/01/28 by Nima Mohammadi, Jianan Bai, Mohammadi, Nima +9 · 4 citations
Computer Science · Mathematics · #Artificial intelligence #Communications system #Computer network #Computer science #Computer security #Cryptography and Data Security #Data mining #Differential privacy #Distributed #Distributed learning #FOS: Computer and information sciences #Federated learning #Information privacy #Machine Learning (cs.LG) #Machine learning #Mathematics #Overhead (engineering) #Parallel #Privacy-Preserving Technologies in Data #Reduction (mathematics) #Sample (material) #Stochastic Gradient Optimization Techniques #Variance (accounting) #and Cluster Computing (cs.DC)