Summary of Differentially Private Clustered Federated Learning, by Saber Malekmohammadi et al.
Differentially Private Clustered Federated Learningby Saber Malekmohammadi, Afaf Taik, Golnoosh FarnadiFirst submitted to arxiv on:…
Summary of Federated Learning with Bilateral Curation For Partially Class-disjoint Data, by Ziqing Fan et al.
Federated Learning with Bilateral Curation for Partially Class-Disjoint Databy Ziqing Fan, Ruipeng Zhang, Jiangchao Yao,…
Summary of Federated Learning Under Partially Class-disjoint Data Via Manifold Reshaping, by Ziqing Fan et al.
Federated Learning under Partially Class-Disjoint Data via Manifold Reshapingby Ziqing Fan, Jiangchao Yao, Ruipeng Zhang,…
Summary of Fedmap: Unlocking Potential in Personalized Federated Learning Through Bi-level Map Optimization, by Fan Zhang et al.
FedMAP: Unlocking Potential in Personalized Federated Learning through Bi-Level MAP Optimizationby Fan Zhang, Carlos Esteve-Yagüe,…
Summary of Locally Estimated Global Perturbations Are Better Than Local Perturbations For Federated Sharpness-aware Minimization, by Ziqing Fan et al.
Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimizationby Ziqing Fan,…
Summary of Adaptive and Parallel Split Federated Learning in Vehicular Edge Computing, by Xianke Qiang et al.
Adaptive and Parallel Split Federated Learning in Vehicular Edge Computingby Xianke Qiang, Zheng Chang, Yun…
Summary of Fedsac: Dynamic Submodel Allocation For Collaborative Fairness in Federated Learning, by Zihui Wang et al.
FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learningby Zihui Wang, Zheng Wang, Lingjuan…
Summary of Towards Communication-efficient Federated Learning Via Sparse and Aligned Adaptive Optimization, by Xiumei Deng et al.
Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimizationby Xiumei Deng, Jun Li, Kang…
Summary of Fast-fedul: a Training-free Federated Unlearning with Provable Skew Resilience, by Thanh Trung Huynh et al.
Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilienceby Thanh Trung Huynh, Trong Bang Nguyen,…
Summary of Decentralized Directed Collaboration For Personalized Federated Learning, by Yingqi Liu et al.
Decentralized Directed Collaboration for Personalized Federated Learningby Yingqi Liu, Yifan Shi, Qinglun Li, Baoyuan Wu,…