04 2022 档案

【论文笔记】A survey on security and privacy of federated learning（综述）
摘要：A survey on security and privacy of federated learning Authors Viraaji Mothukuri, Reza M. Parizi, Seyedamin Pouriyeh, Yan Huang, Ali Dehghantanha, Gau 阅读全文
posted @ 2022-04-30 23:54 MaplesWCT 阅读(731) 评论(0) 推荐(0)
【论文笔记】A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond（综述）
摘要：A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond Authors Sawsan AbdulRahman, Hanine Tout, Hakim 阅读全文
posted @ 2022-04-25 11:13 MaplesWCT 阅读(1014) 评论(0) 推荐(0)
【论文笔记】A survey on federated learning（综述）
摘要：A survey on federated learning Authors Chen Zhang, Yu Xie, Hang Bai, Bin Yu, Weihong Li, Yuan Gao Keywords Federated learning; Privacy protection; Mac 阅读全文
posted @ 2022-04-20 12:20 MaplesWCT 阅读(5874) 评论(0) 推荐(1)
联邦平均算法（Federated Averaging Algorithm，FedAvg）
摘要：设一共有$K$个客户机， 中心服务器初始化模型参数，执行若干轮（round），每轮选取至少1个至多$K$个客户机参与训练，接下来每个被选中的客户机同时在自己的本地根据服务器下发的本轮（$t$轮）模型$w_t$用自己的数据训练自己的模型$w^k_{t+1}$，上传回服务器。服务器将收集来的各客户机的模 阅读全文
posted @ 2022-04-18 23:59 MaplesWCT 阅读(4113) 评论(0) 推荐(0)