Summary of A Comparative Study Of Sampling Methods with Cross-validation in the Fedhome Framework, by Arash Ahmadi et al.
A Comparative Study of Sampling Methods with Cross-Validation in the FedHome Frameworkby Arash Ahmadi, Sarah…
Summary of Federated Learning-based Collaborative Wideband Spectrum Sensing and Scheduling For Uavs in Utm Systems, by Sravan Reddy Chintareddy et al.
Federated Learning-based Collaborative Wideband Spectrum Sensing and Scheduling for UAVs in UTM Systemsby Sravan Reddy…
Summary of Asynchronous Byzantine Federated Learning, by Bart Cox et al.
Asynchronous Byzantine Federated Learningby Bart Cox, Abele Mălan, Lydia Y. Chen, Jérémie DecouchantFirst submitted to…
Summary of Asynchronous Multi-server Federated Learning For Geo-distributed Clients, by Yuncong Zuo et al.
Asynchronous Multi-Server Federated Learning for Geo-Distributed Clientsby Yuncong Zuo, Bart Cox, Lydia Y. Chen, Jérémie…
Summary of Cohort Squeeze: Beyond a Single Communication Round Per Cohort in Cross-device Federated Learning, by Kai Yi et al.
Cohort Squeeze: Beyond a Single Communication Round per Cohort in Cross-Device Federated Learningby Kai Yi,…
Summary of Redefining Contributions: Shapley-driven Federated Learning, by Nurbek Tastan et al.
Redefining Contributions: Shapley-Driven Federated Learningby Nurbek Tastan, Samar Fares, Toluwani Aremu, Samuel Horvath, Karthik NandakumarFirst…
Summary of Spafl: Communication-efficient Federated Learning with Sparse Models and Low Computational Overhead, by Minsu Kim et al.
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overheadby Minsu Kim, Walid Saad,…
Summary of Federated Model Heterogeneous Matryoshka Representation Learning, by Liping Yi et al.
Federated Model Heterogeneous Matryoshka Representation Learningby Liping Yi, Han Yu, Chao Ren, Gang Wang, Xiaoguang…
Summary of Fedast: Federated Asynchronous Simultaneous Training, by Baris Askin et al.
FedAST: Federated Asynchronous Simultaneous Trainingby Baris Askin, Pranay Sharma, Carlee Joe-Wong, Gauri JoshiFirst submitted to…
Summary of Non-federated Multi-task Split Learning For Heterogeneous Sources, by Yilin Zheng et al.
Non-Federated Multi-Task Split Learning for Heterogeneous Sourcesby Yilin Zheng, Atilla EryilmazFirst submitted to arxiv on:…