Summary of Comparative Evaluation Of Clustered Federated Learning Methods, by Michael Ben Ali (irit) et al.
Comparative Evaluation of Clustered Federated Learning Methodsby Michael Ben Ali, Omar El-Rifai, Imen Megdiche, André…
Summary of A Communication and Computation Efficient Fully First-order Method For Decentralized Bilevel Optimization, by Min Wen and Chengchang Liu and Ahmed Abdelmoniem and Yipeng Zhou and Yuedong Xu
A Communication and Computation Efficient Fully First-order Method for Decentralized Bilevel Optimizationby Min Wen, Chengchang…
Summary of Fedmse: Federated Learning For Iot Network Intrusion Detection, by Van Tuan Nguyen and Razvan Beuran
FedMSE: Federated learning for IoT network intrusion detectionby Van Tuan Nguyen, Razvan BeuranFirst submitted to…
Summary of Fedpae: Peer-adaptive Ensemble Learning For Asynchronous and Model-heterogeneous Federated Learning, by Brianna Mueller et al.
FedPAE: Peer-Adaptive Ensemble Learning for Asynchronous and Model-Heterogeneous Federated Learningby Brianna Mueller, W. Nick Street,…
Summary of On-device Federated Learning in Smartphones For Detecting Depression From Reddit Posts, by Mustofa Ahmed et al.
On-device Federated Learning in Smartphones for Detecting Depression from Reddit Postsby Mustofa Ahmed, Abdul Muntakim,…
Summary of Communication-efficient and Tensorized Federated Fine-tuning Of Large Language Models, by Sajjad Ghiasvand et al.
Communication-Efficient and Tensorized Federated Fine-Tuning of Large Language Modelsby Sajjad Ghiasvand, Yifan Yang, Zhiyu Xue,…
Summary of Federated Scientific Machine Learning For Approximating Functions and Solving Differential Equations with Data Heterogeneity, by Handi Zhang et al.
Federated scientific machine learning for approximating functions and solving differential equations with data heterogeneityby Handi…
Summary of Fedgtst: Boosting Global Transferability Of Federated Models Via Statistics Tuning, by Evelyn Ma et al.
FedGTST: Boosting Global Transferability of Federated Models via Statistics Tuningby Evelyn Ma, Chao Pan, Rasoul…
Summary of Fedcap: Robust Federated Learning Via Customized Aggregation and Personalization, by Youpeng Li et al.
FedCAP: Robust Federated Learning via Customized Aggregation and Personalizationby Youpeng Li, Xinda Wang, Fuxun Yu,…
Summary of Tpfl: a Trustworthy Personalized Federated Learning Framework Via Subjective Logic, by Jinqian Chen et al.
TPFL: A Trustworthy Personalized Federated Learning Framework via Subjective Logicby Jinqian Chen, Jihua ZhuFirst submitted…