IEEE

Dynamic Clustering for Federated Learning: A Reinforcement Learning Approach to Minimize Time Divergence

Abstract: Federated learning (FL) offers a decentralized approach to training machine learning models, allowing data to remain on local devices and preserving privacy. However, the decentralized ...
Daily Excelsior

Machine Learning Methods Used for Portfolio Optimization and Risk Management

Machine learning is reshaping the way portfolios are built, monitored, and adjusted. Investors are no longer limited to ...
IEEE

Dynamic Interference Management by Using the Enhanced Clustering and Deep Reinforcement Learning in VLC-Enabled UAV Communication

Abstract: Unmanned aerial vehicle (UAV) equipped with visible light communication (VLC) emerges as a promising technology for nighttime outdoor consumer applications. Nevertheless, the interference ...