Ye, Haoxiang
- On the Tradeoff between Privacy Preservation and Byzantine-Robustness in Decentralized Learning
2023/08/28 by Haoxiang Ye, Ye, Haoxiang, Heng Zhu +3 · 5 citations
Computer Science · Mathematics · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Random Matrices and Applications #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Generalization Error Matters in Decentralized Learning Under Byzantine Attacks
2024/07/11 by Haoxiang Ye, Qing Ling, Ye, Haoxiang +1 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques