2 papers
cs.LG2026
Expected Gain-based Escalation in Vertical Federated Learning
Mohamad Mestoukirdi, Vincent Corlay
Collaborative inference can improve predictive performance by integrating complementary information across agents, but applying collaborative fusion to every sample can incur unnec…
cs.LG2025
Reliable Vertical Federated Learning in 5G Core Network Architecture
Mohamad Mestoukirdi, Mourad Khanfouci
This work proposes a new algorithm to mitigate model generalization loss in Vertical Federated Learning (VFL) operating under client reliability constraints within 5G Core Networks…