Guangfeng Yan
- Killing Two Birds with One Stone: Quantization Achieves Privacy in Distributed Learning
2023/04/26 by Guangfeng Yan, Tan Li, Yan, Guangfeng +5 · 1 citation
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Random Matrices and Applications #Stochastic Gradient Optimization Techniques
- Layered Randomized Quantization for Communication-Efficient and Privacy-Preserving Distributed Learning
2023/12/12 by Guangfeng Yan, Yan, Guangfeng, Tan Li +6 · 1 citation
Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)