40 citations · 82 across the 13 of their papers we have counts for
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math.OC2020
On Robustness of the Normalized Subgradient Method with Randomly Corrupted Subgradients
Berkay Turan, Cesar A. Uribe, Hoi-To Wai +1
Numerous modern optimization and machine learning algorithms rely on subgradient information being trustworthy and hence, they may fail to converge when such information is corrupt…
math.OC2020★ 9 cited
Competition in Electric Autonomous Mobility on Demand Systems
Berkay Turan, Mahnoosh Alizadeh
This paper investigates the impacts of competition in autonomous mobility-on-demand systems. By adopting a network-flow based formulation, we first determine the optimal strategies…
math.OC2020★ 40 cited
Resilient Primal-Dual Optimization Algorithms for Distributed Resource Allocation
Berkay Turan, Cesar A. Uribe, Hoi-To Wai +1
Distributed algorithms for multi-agent resource allocation can provide privacy and scalability over centralized algorithms in many cyber-physical systems. However, the distributed…