4 citations · 6 across the 6 of their papers we have counts for
6 papers
Anomaly Detection in Networked Bandits
Xiaotong Cheng, Setareh Maghsudi
The nodes' interconnections on a social network often reflect their dependencies and information-sharing behaviors. Nevertheless, abnormal nodes, which significantly deviate from m…
Online Influence Maximization with Semi-Bandit Feedback under Corruptions
Xiaotong Cheng, Behzad Nourani-Koliji, Setareh Maghsudi
In this work, we investigate the online influence maximization in social networks. Most prior research studies on online influence maximization assume that the nodes are fully coop…
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems
Xiaotong Cheng, Ioannis Tsetis, Setareh Maghsudi
Modern power systems integrate renewable distributed energy resources (DERs) as an environment-friendly enhancement to meet the ever-increasing demands. However, the inherent unrel…
Distributed Consensus Algorithm for Decision-Making in Multi-agent Multi-armed Bandit
Xiaotong Cheng, Setareh Maghsudi
We study a structured multi-agent multi-armed bandit (MAMAB) problem in a dynamic environment. A graph reflects the information-sharing structure among agents, and the arms' reward…
Cooperative Thresholded Lasso for Sparse Linear Bandit
Haniyeh Barghi, Xiaotong Cheng, Setareh Maghsudi
We present a novel approach to address the multi-agent sparse contextual linear bandit problem, in which the feature vectors have a high dimension whereas the reward function d…
Distributed Task Management in Fog Computing: A Socially Concave Bandit Game
Xiaotong Cheng, Setareh Maghsudi
Fog computing leverages the task offloading capabilities at the network's edge to improve efficiency and enable swift responses to application demands. However, the design of task…