Tang, Shengpu

1. Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare
   2023/05/02 by Shengpu Tang, Maggie Makar, Tang, Shengpu +7 · 5 citations
   Economics, Econometrics and Finance · #Health Systems, Economic Evaluations, Quality of Life
2. Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings
   2021/07/23 by Shengpu Tang, Tang, Shengpu, Jenna Wiens +1 · 3 citations
   Medicine · Computer Science · #Sepsis Diagnosis and Treatment #Machine Learning in Healthcare #Cardiac Arrest and Resuscitation
3. Clinician-in-the-Loop Decision Making: Reinforcement Learning with\n Near-Optimal Set-Valued Policies
   2020/07/24 by Shengpu Tang, Aditya Modi, Tang, Shengpu +5 · 4 citations
   Economics, Econometrics and Finance · Health Professions · Computer Science · #Health Systems, Economic Evaluations, Quality of Life #Healthcare Operations and Scheduling Optimization #Machine Learning in Healthcare
4. Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation
   2023/10/26 by Shengpu Tang, Tang, Shengpu, Jenna Wiens +1 · 2 citations
   Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG)
5. PPG-Distill: Efficient Photoplethysmography Signals Analysis via Foundation Model Distillation
   2025/09/23 by Juntong Ni, Saurabh Kataria, Ni, Juntong +9 · 4 citations
   Engineering · Medicine · #ECG Monitoring and Analysis #FOS: Computer and information sciences #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring
6. CANDOR: Counterfactual ANnotated DOubly Robust Off-Policy Evaluation
   2024/12/11 by Aishwarya Mandyam, Mandyam, Aishwarya, Shengpu Tang +7 · 2 citations
   Economics, Econometrics and Finance · #Credit Risk and Financial Regulations #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)