Differentially Private Online Federated Learning with Correlated Noiseby Jiaojiao Zhang, Linglingzhi Zhu, Mikael JohanssonFirst submitted…
Accelerating Federated Learning by Selecting Beneficial Herd of Local Gradientsby Ping Luo, Xiaoge Deng, Ziqing…
FedFixer: Mitigating Heterogeneous Label Noise in Federated Learningby Xinyuan Ji, Zhaowei Zhu, Wei Xi, Olga…
FedAC: An Adaptive Clustered Federated Learning Framework for Heterogeneous Databy Yuxin Zhang, Haoyu Chen, Zheng…
Initialisation and Network Effects in Decentralised Federated Learningby Arash Badie-Modiri, Chiara Boldrini, Lorenzo Valerio, János…
A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structuresby Hao…
TablePuppet: A Generic Framework for Relational Federated Learningby Lijie Xu, Chulin Xie, Yiran Guo, Gustavo…
Federated Bayesian Deep Learning: The Application of Statistical Aggregation Methods to Bayesian Modelsby John Fischer,…
Federated Learning based on Pruning and Recoveryby Chengjie MaFirst submitted to arxiv on: 16 Mar…
FedSR: A Semi-Decentralized Federated Learning Algorithm for Non-IIDness in IoT Systemby Jianjun Huang, Lixin Ye,…