Universally Harmonizing Differential Privacy Mechanisms for Federated Learning: Boosting Accuracy and Convergenceby Shuya Feng, Meisam…
Personalized Multi-tier Federated Learningby Sourasekhar Banerjee, Ali Dadras, Alp Yurtsever, Monowar BhuyanFirst submitted to arxiv…
Privacy-preserving gradient-based fair federated learningby Janis Adamek, Moritz Schulze DarupFirst submitted to arxiv on: 18…
Comparing Federated Stochastic Gradient Descent and Federated Averaging for Predicting Hospital Length of Stayby Mehmet…
Jigsaw Game: Federated Clusteringby Jinxuan Xu, Hong-You Chen, Wei-Lun Chao, Yuqian ZhangFirst submitted to arxiv…
Private and Federated Stochastic Convex Optimization: Efficient Strategies for Centralized Systemsby Roie Reshef, Kfir Y.…
Proximity-based Self-Federated Learningby Davide Domini, Gianluca Aguzzi, Nicolas Farabegoli, Mirko Viroli, Lukas EsterleFirst submitted to…
Individualized Federated Learning for Traffic Prediction with Error Driven Aggregationby Hang Chen, Collin Meese, Mark…
CDFL: Efficient Federated Human Activity Recognition using Contrastive Learning and Deep Clusteringby Ensieh Khazaei, Alireza…
Federated Learning Forecasting for Strengthening Grid Reliability and Enabling Markets for Resilienceby Lucas Pereira, Vineet…