2 papers
cs.LG2025
Streaming Federated Learning with Markovian Data
Tan-Khiem Huynh, Malcolm Egan, Giovanni Neglia +1
Federated learning (FL) is now recognized as a key framework for communication-efficient collaborative learning. Most theoretical and empirical studies, however, rely on the assump…
cs.IT2024
Joint Slot and Power Optimization for Grant Free Random Access with Unknown and Heterogeneous Device Activity
Alix Jeannerot, Malcolm Egan, Jean-Marie Gorce
Grant Free Random Access (GFRA) is a popular protocol in the Internet of Things (IoT) to reduce the control signaling. GFRA is a framed protocol where each frame is split into two…