37 citations · 57 across the 15 of their papers we have counts for
17 papers
Federated Learning with Server Learning: Enhancing Performance for Non-IID Data
Van Sy Mai, Richard J. La, Tao Zhang
Federated Learning (FL) has emerged as a means of distributed learning using local data stored at clients with a coordinating server. Recent studies showed that FL can suffer from…
Optimal Cybersecurity Investments Using SIS Model: Weakly Connected Networks
Van Sy Mai, Richard J. La, Abdella Battou
We study the problem of minimizing the (time) average security costs in large systems comprising many interdependent subsystems, where the state evolution is captured by a suscepti…
Epidemic Population Games With Nonnegligible Disease Death Rate
Jair Certorio, Nuno C. Martins, Richard J. La
A recent article that combines normalized epidemic compartmental models and population games put forth a system theoretic approach to capture the coupling between a population's st…
End-to-End Quality-of-Service Assurance with Autonomous Systems: 5G/6G Case Study
Van Sy Mai, Richard J. La, Tao Zhang +1
Providing differentiated services to meet the unique requirements of different use cases is a major goal of the fifth generation (5G) telecommunication networks and will be even mo…
Epidemic Population Games And Evolutionary Dynamics
Nuno C. Martins, Jair Certorio, Richard J. La
We propose a system theoretic approach to select and stabilize the endemic equilibrium of an SIRS epidemic model in which the decisions of a population of strategically interacting…
Distributed Optimization with Global Constraints Using Noisy Measurements
Van Sy Mai, Richard J. La, Tao Zhang +1
We propose a new distributed optimization algorithm for solving a class of constrained optimization problems in which (a) the objective function is separable (i.e., the sum of loca…