Summary of The Effects Of Data Imbalance Under a Federated Learning Approach For Credit Risk Forecasting, by Shuyao Zhang et al.
The Effects of Data Imbalance Under a Federated Learning Approach for Credit Risk Forecastingby Shuyao…
Summary of Formal Logic Enabled Personalized Federated Learning Through Property Inference, by Ziyan An et al.
Formal Logic Enabled Personalized Federated Learning Through Property Inferenceby Ziyan An, Taylor T. Johnson, Meiyi…
Summary of Feddrivescore: Federated Scoring Driving Behavior with a Mixture Of Metric Distributions, by Lin Lu
FedDriveScore: Federated Scoring Driving Behavior with a Mixture of Metric Distributionsby Lin LuFirst submitted to…
Summary of Gradient Coreset For Federated Learning, by Durga Sivasubramanian et al.
Gradient Coreset for Federated Learningby Durga Sivasubramanian, Lokesh Nagalapatti, Rishabh Iyer, Ganesh RamakrishnanFirst submitted to…
Summary of Heterogeneous Lora For Federated Fine-tuning Of On-device Foundation Models, by Yae Jee Cho and Luyang Liu and Zheng Xu and Aldi Fahrezi and Gauri Joshi
Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Modelsby Yae Jee Cho, Luyang Liu, Zheng…
Summary of Brave: Byzantine-resilient and Privacy-preserving Peer-to-peer Federated Learning, by Zhangchen Xu et al.
Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learningby Zhangchen Xu, Fengqing Jiang, Luyao Niu, Jinyuan Jia,…
Summary of Adafed: Fair Federated Learning Via Adaptive Common Descent Direction, by Shayan Mohajer Hamidi et al.
AdaFed: Fair Federated Learning via Adaptive Common Descent Directionby Shayan Mohajer Hamidi, En-Hui YangFirst submitted…
Summary of Relaxed Contrastive Learning For Federated Learning, by Seonguk Seo et al.
Relaxed Contrastive Learning for Federated Learningby Seonguk Seo, Jinkyu Kim, Geeho Kim, Bohyung HanFirst submitted…
Summary of Deep Efficient Private Neighbor Generation For Subgraph Federated Learning, by Ke Zhang et al.
Deep Efficient Private Neighbor Generation for Subgraph Federated Learningby Ke Zhang, Lichao Sun, Bolin Ding,…
Summary of Glocalfair: Jointly Improving Global and Local Group Fairness in Federated Learning, by Syed Irfan Ali Meerza et al.
GLOCALFAIR: Jointly Improving Global and Local Group Fairness in Federated Learningby Syed Irfan Ali Meerza,…