2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Communication and Energy Efficient Federated Learning using Zero-Order Optimization Technique
Elissa Mhanna, Mohamad Assaad
Federated learning (FL) is a popular machine learning technique that enables multiple users to collaboratively train a model while maintaining the user data privacy. A significant…
math.OC2022★ 2 cited
Zero-Order One-Point Estimate with Distributed Stochastic Gradient-Tracking Technique
Elissa Mhanna, Mohamad Assaad
In this work, we consider a distributed multi-agent stochastic optimization problem, where each agent holds a local objective function that is smooth and convex, and that is subjec…