Summary of Version Age-based Client Scheduling Policy For Federated Learning, by Xinyi Hu et al.
Version age-based client scheduling policy for federated learningby Xinyi Hu, Nikolaos Pappas, Howard H. YangFirst…
Summary of Examining Modality Incongruity in Multimodal Federated Learning For Medical Vision and Language-based Disease Detection, by Pramit Saha et al.
Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detectionby Pramit…
Summary of Towards Fair, Robust and Efficient Client Contribution Evaluation in Federated Learning, by Meiying Zhang et al.
Towards Fair, Robust and Efficient Client Contribution Evaluation in Federated Learningby Meiying Zhang, Huan Zhao,…
Summary of Fed-cvlc: Compressing Federated Learning Communications with Variable-length Codes, by Xiaoxin Su et al.
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codesby Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John…
Summary of Expediting In-network Federated Learning by Voting-based Consensus Model Compression, By Xiaoxin Su et al.
Expediting In-Network Federated Learning by Voting-Based Consensus Model Compressionby Xiaoxin Su, Yipeng Zhou, Laizhong Cui,…
Summary of Decentralized Sporadic Federated Learning: a Unified Algorithmic Framework with Convergence Guarantees, by Shahryar Zehtabi et al.
Decentralized Sporadic Federated Learning: A Unified Algorithmic Framework with Convergence Guaranteesby Shahryar Zehtabi, Dong-Jun Han,…
Summary of Fairness and Privacy Guarantees in Federated Contextual Bandits, by Sambhav Solanki et al.
Fairness and Privacy Guarantees in Federated Contextual Banditsby Sambhav Solanki, Shweta Jain, Sujit GujarFirst submitted…
Summary of Federated Learning with Differential Privacy, by Adrien Banse et al.
Federated Learning with Differential Privacyby Adrien Banse, Jan Kreischer, Xavier Oliva i JürgensFirst submitted to…
Summary of Federated Learning with New Knowledge: Fundamentals, Advances, and Futures, by Lixu Wang et al.
Federated Learning with New Knowledge: Fundamentals, Advances, and Futuresby Lixu Wang, Yang Zhao, Jiahua Dong,…
Summary of Rethinking the Starting Point: Collaborative Pre-training For Federated Downstream Tasks, by Yun-wei Chu et al.
Rethinking the Starting Point: Collaborative Pre-Training for Federated Downstream Tasksby Yun-Wei Chu, Dong-Jun Han, Seyyedali…