Pengyi Shi
Purdue University
H-index: 14
North America-United States
Top articles of Pengyi Shi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Achieving Fairness through Separability: A Unified Framework for Fair Representation Learning | Taeuk Jang Hongchang Gao Pengyi Shi Xiaoqian Wang | 2024/4/18 | |
Cumulative Difference Learning VAE for Time-Series with Temporally Correlated Inflow-Outflow | Proceedings of the AAAI Conference on Artificial Intelligence | Tianchun Li Chengxiang Wu Pengyi Shi Xiaoqian Wang | 2024/3/24 |
Combining Machine Learning and Queueing Theory for Data-driven Incarceration-Diversion Program Management | Bingxuan Li Antonio Castellanos Pengyi Shi Amy Ward | 2024 | |
Stopping the Revolving Door: MDP-Based Decision Support for Community Corrections Placement | Available at SSRN 4672337 | Xiaoquan Gao Pengyi Shi Nan Kong | 2023/12/21 |
Coordinated care: Capacity allocation to improve itinerary completion in queueing networks | Yiqiu Liu Pengyi Shi Jonathan E Helm Mark P Van Oyen Lei Ying | 2020 | |
Proceed with care: integrating predictive analytics with patient decision-making | Hamsa Bastani Pengyi Shi | 2023 | |
Refined mean‐field approximation for discrete‐time queueing networks with blocking | Naval Research Logistics (NRL) | Yang Pan Pengyi Shi | 2023/10 |
Optimal routing under demand surges: The value of future arrival rates | Operations Research | Jinsheng Chen Jing Dong Pengyi Shi | 2023/9/4 |
Interpretable machine learning models for hospital readmission prediction: a two-step extracted regression tree approach | BMC medical informatics and decision making | Xiaoquan Gao Sabriya Alam Pengyi Shi Franklin Dexter Nan Kong | 2023/6/5 |
Operations (management) warp speed: Rapid deployment of hospital‐focused predictive/prescriptive analytics for the COVID‐19 pandemic | Production and Operations Management | Pengyi Shi Jonathan E Helm Christopher Chen Jeff Lim Rodney P Parker | 2023/5 |
Data-pooling Reinforcement Learning for Personalized Healthcare Intervention | Xinyun Chen Pengyi Shi Shanwen Pu | 2022/11/15 | |
Group-aware threshold adaptation for fair classification | Proceedings of the AAAI Conference on Artificial Intelligence | Taeuk Jang Pengyi Shi Xiaoqian Wang | 2022/6/28 |
Routing for fairness and efficiency in a queueing model with reentry and continuous customer classes | Zhiqiang Zhang Pengyi Shi Amy R Ward | 2022/6/8 | |
Proportions of surgical patients discharged home the same or the next day are sufficient data to assess cases’ contributions to hospital occupancy | Cureus | Franklin Dexter Richard H Epstein Pengyi Shi | 2021/3/11 |
A simulation analysis of analytics-driven community-based re-integration programs | Iman Attari Parker A Crain Pengyi Shi Jonathan E Helm Nicole Adams | 2021/12/12 | |
An operational framework for the adoption and integration of new diagnostic tests | Production and Operations Management | Pengyi Shi Jonathan E Helm H Sebastian Heese Alice M Mitchell | 2021/2 |
A high-fidelity, machine-learning enhanced queueing network simulation model for hospital ultrasound operations | Yihan Pan Zhenghang Xu Jin Guang Xinyun Chen Jim G Dai | 2021/12/12 | |
An efficient pessimistic-optimistic algorithm for stochastic linear bandits with general constraints | Advances in Neural Information Processing Systems | Xin Liu Bin Li Pengyi Shi Lei Ying | 2021/12/6 |
Timing it right: Balancing inpatient congestion vs. readmission risk at discharge | Operations Research | Pengyi Shi Jonathan E Helm Jivan Deglise-Hawkinson Julian Pan | 2021/11 |
Recent modeling and analytical advances in hospital inpatient flow management | Production and Operations Management | Jim G Dai Pengyi Shi | 2021/6 |
