5 citations · 12 across the 8 of their papers we have counts for
15 papers
Fast model averaging via buffered states and first-order accelerated optimization algorithms
Amir-Salar Esteki, Hossein Moradian, Solmaz S. Kia
In this letter, we study the problem of accelerating reaching average consensus over connected graphs in a discrete-time communication setting. Literature has shown that consensus…
Distributed Strategy Selection: A Submodular Set Function Maximization Approach
Navid Rezazadeh, Solmaz S. Kia
Constrained submodular set function maximization problems often appear in multi-agent decision-making problems with a discrete feasible set. A prominent example is the problem of m…
A Distributed Continuous-time Modified Newton-Raphson Algorithm
Hossein Moradian, Solmaz S. Kia
We propose a continuous-time second-order optimization algorithm for solving unconstrained convex optimization problems with bounded Hessian. We show that this alternative algorith…
Deterministic Privacy Preservation in Static Average Consensus Problem
Amir-Salar Esteki, Solmaz S. Kia
In this paper we consider the problem of privacy preservation in the static average consensus problem. This problem normally is solved by proposing privacy preservation augmentatio…
Multi-Agent Maximization of a Monotone Submodular Function via Maximum Consensus
Navid Rezazadeh, Solmaz S. Kia
Constrained submodular set function maximization problems often appear in multi-agent decision-making problems with a discrete feasible set. A prominent example is the problem of m…
A distributed service-matching coverage via heterogeneous mobile agents
Yi-Fan Chung, Solmaz S. Kia
We propose a distributed deployment solution for a group of mobile agents that should provide a service for a dense set of targets. The agents are heterogeneous in a sense that the…