2 citations · 2 across the 5 of their papers we have counts for
6 papers
Distributed risk-averse optimization via CVaR
Siyi Wang, Kun Huang, Lei Xu +1
Distributed systems often operate under uncertainty, where minimizing expected loss may overlook rare but severe events. This paper studies a distributed risk-averse convex optimiz…
Risk-averse learning with delayed feedback
Siyi Wang, Zifan Wang, Karl Henrik Johansson +1
In real-world scenarios, risk-averse learning is valuable for mitigating potential adverse outcomes. However, the delayed feedback makes it challenging to assess and manage risk ef…
Optimal Transmission Power Scheduling for Networked Control System under DoS Attack
Siyi Wang, Yulong Gao, Sandra Hirche
Designing networked control systems that are reliable and resilient against adversarial threats, is essential for ensuring the security of cyber-physical systems. This paper addres…
Risk-averse Learning with Non-Stationary Distributions
Siyi Wang, Zifan Wang, Xinlei Yi +3
Considering non-stationary environments in online optimization enables decision-maker to effectively adapt to changes and improve its performance over time. In such cases, it is fa…
Consistency of Value of Information: Effects of Packet Loss and Time Delay in Networked Control Systems Tasks
Touraj Soleymani, John S. Baras, Siyi Wang +2
In this chapter, we study the consistency of the value of information$\unicode{x2014}$a semantic metric that claims to determine the right piece of information in networked control…
Infinite-horizon optimal scheduling for feedback control
Siyi Wang, Sandra Hirche
Emerging cyber-physical systems impel the development of communication protocols that optimize resource utilization. This article investigates infinite-horizon optimal scheduling f…