Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Reviewby Luis M. Lopez-Ramos, Florian…
Network EM Algorithm for Gaussian Mixture Model in Decentralized Federated Learningby Shuyuan Wu, Bin Du,…
EPIC: Enhancing Privacy through Iterative Collaborationby Prakash Chourasia, Heramb Lonkar, Sarwan Ali, Murray PattersonFirst submitted…
DWFL: Enhancing Federated Learning through Dynamic Weighted Averagingby Prakash Chourasia, Tamkanat E Ali, Sarwan Ali,…
Fed-LDR: Federated Local Data-infused Graph Creation with Node-centric Model Refinementby Jiechao Gao, Yuangang Li, Syeda…
Towards Robust Federated Analytics via Differentially Private Measurements of Statistical Heterogeneityby Mary Scott, Graham Cormode,…
Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysisby Alexandros Gkillas, Aris…
Optimal Defenses Against Gradient Reconstruction Attacksby Yuxiao Chen, Gamze Gürsoy, Qi LeiFirst submitted to arxiv…
Overcoming label shift in targeted federated learningby Edvin Listo Zec, Adam Breitholtz, Fredrik D. JohanssonFirst…
Towards Personalized Federated Learning via Comprehensive Knowledge Distillationby Pengju Wang, Bochao Liu, Weijia Guo, Yong…