3 citations · 7 across the 4 of their papers we have counts for
4 papers
Data-pooling Reinforcement Learning for Personalized Healthcare Intervention
Xinyun Chen, Pengyi Shi, Shanwen Pu
Motivated by the emerging needs of personalized preventative intervention in many healthcare applications, we consider a multi-stage, dynamic decision-making problem in the online…
Group-Aware Threshold Adaptation for Fair Classification
Taeuk Jang, Pengyi Shi, Xiaoqian Wang
The fairness in machine learning is getting increasing attention, as its applications in different fields continue to expand and diversify. To mitigate the discriminated model beha…
A High-fidelity, Machine-learning Enhanced Queueing Network Simulation Model for Hospital Ultrasound Operations
Yihan Pan, Zhenghang Xu, Jin Guang +10
We collaborate with a large teaching hospital in Shenzhen, China and build a high-fidelity simulation model for its ultrasound center to predict key performance metrics, including…
Robustness-Driven Exploration with Probabilistic Metric Temporal Logic
Xiaotian Liu, Pengyi Shi, Sarra Alqahtani +2
The ability to perform autonomous exploration is essential for unmanned aerial vehicles (UAV) operating in unstructured or unknown environments where it is hard or even impossible…