Summary of Improving Group Connectivity For Generalization Of Federated Deep Learning, by Zexi Li et al.
Improving Group Connectivity for Generalization of Federated Deep Learningby Zexi Li, Jie Lin, Zhiqi Li,…
Summary of Feduv: Uniformity and Variance For Heterogeneous Federated Learning, by Ha Min Son et al.
FedUV: Uniformity and Variance for Heterogeneous Federated Learningby Ha Min Son, Moon-Hyun Kim, Tai-Myoung Chung,…
Summary of Communication Efficient Confederated Learning: An Event-triggered Saga Approach, by Bin Wang and Jun Fang and Hongbin Li and Yonina C. Eldar
Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approachby Bin Wang, Jun Fang, Hongbin Li, Yonina…
Summary of Decentralised Traffic Incident Detection Via Network Lasso, by Qiyuan Zhu et al.
Decentralised Traffic Incident Detection via Network Lassoby Qiyuan Zhu, A. K. Qin, Prabath Abeysekara, Hussein…
Summary of Federated Learning For Estimating Heterogeneous Treatment Effects, by Disha Makhija et al.
Federated Learning for Estimating Heterogeneous Treatment Effectsby Disha Makhija, Joydeep Ghosh, Yejin KimFirst submitted to…
Summary of Fedbrb: An Effective Solution to the Small-to-large Scenario in Device-heterogeneity Federated Learning, by Ziyue Xu et al.
FedBRB: An Effective Solution to the Small-to-Large Scenario in Device-Heterogeneity Federated Learningby Ziyue Xu, Mingfeng…
Summary of Trustworthy Personalized Bayesian Federated Learning Via Posterior Fine-tune, by Mengen Luo et al.
Trustworthy Personalized Bayesian Federated Learning via Posterior Fine-Tuneby Mengen Luo, Chi Xu, Ercan Engin KuruogluFirst…
Summary of Fedreview: a Review Mechanism For Rejecting Poisoned Updates in Federated Learning, by Tianhang Zheng and Baochun Li
FedReview: A Review Mechanism for Rejecting Poisoned Updates in Federated Learningby Tianhang Zheng, Baochun LiFirst…
Summary of Distribution-free Fair Federated Learning with Small Samples, by Qichuan Yin et al.
Distribution-Free Fair Federated Learning with Small Samplesby Qichuan Yin, Zexian Wang, Junzhou Huang, Huaxiu Yao,…
Summary of Watch Your Head: Assembling Projection Heads to Save the Reliability Of Federated Models, by Jinqian Chen et al.
Watch Your Head: Assembling Projection Heads to Save the Reliability of Federated Modelsby Jinqian Chen,…