4 citations · 7 across the 4 of their papers we have counts for
4 papers
Maximum Likelihood Estimation of Optimal Receiver Operating Characteristic Curves from Likelihood Ratio Observations
Bruce Hajek, Xiaohan Kang
The optimal receiver operating characteristic (ROC) curve, giving the maximum probability of detection as a function of the probability of false alarm, is a key information-theoret…
Lower Bounds on Information Requirements for Causal Network Inference
Xiaohan Kang, Bruce Hajek
Recovery of the causal structure of dynamic networks from noisy measurements has long been a problem of interest across many areas of science and engineering. Many algorithms have…
QuickStop: A Markov Optimal Stopping Approach for Quickest Misinformation Detection
Honghao Wei, Xiaohan Kang, Weina Wang +1
This paper combines data-driven and model-driven methods for real-time misinformation detection. Our algorithm, named QuickStop, is an optimal stopping algorithm based on a probabi…
A Strategy-Proof and Non-monetary Admission Control Mechanism for Wireless Access Networks
Xiaohan Kang, Juan José Jaramillo, Lei Ying
We study admission control mechanisms for wireless access networks where (i) each user has a minimum service requirement, (ii) the capacity of the access network is limited, and (i…