FedDCL: a federated data collaboration learning as a hybrid-type privacy-preserving framework based on federated learning…
Byzantine-Robust Aggregation for Securing Decentralized Federated Learningby Diego Cajaraville-Aboy, Ana Fernández-Vilas, Rebeca P. Díaz-Redondo, Manuel…
Dataset Distillation-based Hybrid Federated Learning on Non-IID Databy Xiufang Shi, Wei Zhang, Mincheng Wu, Guangyi…
Communication and Energy Efficient Federated Learning using Zero-Order Optimization Techniqueby Elissa Mhanna, Mohamad AssaadFirst submitted…
Flight: A FaaS-Based Framework for Complex and Hierarchical Federated Learningby Nathaniel Hudson, Valerie Hayot-Sasson, Yadu…
FedRepOpt: Gradient Re-parametrized Optimizers in Federated Learningby Kin Wai Lau, Yasar Abbas Ur Rehman, Pedro…
A Historical Trajectory Assisted Optimization Method for Zeroth-Order Federated Learningby Chenlin Wu, Xiaoyu He, Zike…
Stalactite: Toolbox for Fast Prototyping of Vertical Federated Learning Systemsby Anastasiia Zakharova, Dmitriy Alexandrov, Maria…
Personalized Federated Learning via Backbone Self-Distillationby Pengju Wang, Bochao Liu, Dan Zeng, Chenggang Yan, Shiming…
Adversarial Federated Consensus Learning for Surface Defect Classification Under Data Heterogeneity in IIoTby Jixuan Cui,…