Summary of Fedd2s: Personalized Data-free Federated Knowledge Distillation, by Kawa Atapour et al.
FedD2S: Personalized Data-Free Federated Knowledge Distillationby Kawa Atapour, S. Jamal Seyedmohammadi, Jamshid Abouei, Arash Mohammadi,…
Summary of Fedkit: Enabling Cross-platform Federated Learning For Android and Ios, by Sichang He et al.
FedKit: Enabling Cross-Platform Federated Learning for Android and iOSby Sichang He, Beilong Tang, Boyan Zhang,…
Summary of Fedanchor: Enhancing Federated Semi-supervised Learning with Label Contrastive Loss For Unlabeled Clients, by Xinchi Qiu et al.
FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clientsby Xinchi Qiu, Yan…
Summary of Personalized Federated Learning For Statistical Heterogeneity, by Muhammad Firdaus and Kyung-hyune Rhee
Personalized Federated Learning for Statistical Heterogeneityby Muhammad Firdaus, Kyung-Hyune RheeFirst submitted to arxiv on: 7…
Summary of Susfl: Energy-aware Federated Learning-based Monitoring For Sustainable Smart Farms, by Dian Chen et al.
SusFL: Energy-Aware Federated Learning-based Monitoring for Sustainable Smart Farmsby Dian Chen, Paul Yang, Ing-Ray Chen,…
Summary of Adaptive Federated Learning in Heterogeneous Wireless Networks with Independent Sampling, by Jiaxiang Geng et al.
Adaptive Federated Learning in Heterogeneous Wireless Networks with Independent Samplingby Jiaxiang Geng, Yanzhao Hou, Xiaofeng…
Summary of Benchmarking Federated Strategies in Peer-to-peer Federated Learning For Biomedical Data, by Jose L. Salmeron et al.
Benchmarking federated strategies in Peer-to-Peer Federated learning for biomedical databy Jose L. Salmeron, Irina Arévalo,…
Summary of Some Targets Are Harder to Identify Than Others: Quantifying the Target-dependent Membership Leakage, by Achraf Azize et al.
Some Targets Are Harder to Identify than Others: Quantifying the Target-dependent Membership Leakageby Achraf Azize,…
Summary of Fedlion: Faster Adaptive Federated Optimization with Fewer Communication, by Zhiwei Tang et al.
FedLion: Faster Adaptive Federated Optimization with Fewer Communicationby Zhiwei Tang, Tsung-Hui ChangFirst submitted to arxiv…
Summary of Smart Information Exchange For Unsupervised Federated Learning Via Reinforcement Learning, by Seohyun Lee et al.
Smart Information Exchange for Unsupervised Federated Learning via Reinforcement Learningby Seohyun Lee, Anindya Bijoy Das,…