6 citations · 6 across the 4 of their papers we have counts for
4 papers
Robustness and Convergence Analysis of First-Order Distributed Optimization Algorithms over Subspace Constraints
Dennis J. Marquis, Dany Abou Jaoude, Mazen Farhood +1
This paper extends algorithms that remove the fixed point bias of decentralized gradient descent to solve the more general problem of distributed optimization over subspace constra…
Model Reduction of Consensus Network Systems via Selection of Optimal Edge Weights and Nodal Time-Scales
Ralph Sabbagh, Dany Abou Jaoude
This paper proposes model reduction approaches for consensus network systems based on a given clustering of the underlying graph. Namely, given a consensus network system of time-s…
Network Optimization for Edge Consensus
Omar Farhat, Dany Abou Jaoude, Mathias Hudoba de Badyn
This paper examines the performance problem of the edge agreement protocol for networks of agents operating on independent time scales, connected by weighted e…
Balanced Truncation Model Reduction of Nonstationary Systems Interconnected over Arbitrary Graphs
Dany Abou Jaoude, Mazen Farhood
This paper deals with the balanced truncation model reduction of discrete-time, linear time-varying, heterogeneous subsystems interconnected over finite arbitrary directed graphs.…