352 citations · 2.1k across the 52 of their papers we have counts for
5 papers · 1 filter
Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach
Zhao Chen, Xiaodong Wang
Mobile edge computing (MEC) emerges recently as a promising solution to relieve resource-limited mobile devices from computation-intensive tasks, which enables devices to offload w…
Online Cyber-Attack Detection in Smart Grid: A Reinforcement Learning Approach
Mehmet Necip Kurt, Oyetunji Ogundijo, Chong Li +1
Early detection of cyber-attacks is crucial for a safe and reliable operation of the smart grid. In the literature, outlier detection schemes making sample-by-sample decisions and…
Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings
Mehmet Necip Kurt, Yasin Yilmaz, Xiaodong Wang
Timely detection of abrupt anomalies is crucial for real-time monitoring and security of modern systems producing high-dimensional data. With this goal, we propose effective and sc…
Fundamental Conditions for Low-CP-Rank Tensor Completion
Morteza Ashraphijuo, Xiaodong Wang
We consider the problem of low canonical polyadic (CP) rank tensor completion. A completion is a tensor whose entries agree with the observed entries and its rank matches the given…
Low-tubal-rank Tensor Completion using Alternating Minimization
Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal +1
The low-tubal-rank tensor model has been recently proposed for real-world multidimensional data. In this paper, we study the low-tubal-rank tensor completion problem, i.e., to reco…