Content tagged with Federated Learning

• DPZV: Elevating the Tradeoff between Privacy and Utility in Zeroth-Order Vertical Federated Learning
• Towards Straggler-Resilient Split Federated Learning: An Unbalanced Update Approach
• Federated Foundation Models in Harsh Wireless Environments: Prospects, Challenges, and Future Directions
• Parameter Tracking in Federated Learning with Adaptive Optimization
• Differentially-Private Multi-Tier Federated Learning
• Differentially-Private Multi-Tier Federated Learning: A Formal Analysis and Evaluation
• Hierarchical Federated Learning with Multi-Timescale Gradient Correction
• A Hierarchical Gradient Tracking Algorithm for Mitigating Subnet-Drift in Fog Learning Networks
• Taming Subnet-Drift in D2D-Enabled Fog Learning: A Hierarchical Gradient Tracking Approach