Abstract: This paper analyzes the impact of imperfect communication channels on decentralized federated learning (D-FL) and subsequently determines the optimal number of local aggregations per ...
Abstract: Personalized Federated Learning (pFL) can improve the accuracy of local models and provide enhanced edge intelligence without exposing the raw data in Mobile Edge Computing (MEC). However, ...
Educational Voice explores the trends driving animated learning content across schools, corporate training, and healthcare Research consistently shows that learners retain significantly more ...