2 papers
stat.ML2025
Contextual Strongly Convex Simulation Optimization: Optimize then Predict with Inexact Solutions
Nifei Lin, Heng Luo, L. Jeff Hong
In this work, we study contextual strongly convex simulation optimization and adopt an "optimize then predict" (OTP) approach for real-time decision making. In the offline stage, s…
cs.LG2024
Hybrid Gaussian Process Regression with Temporal Feature Extraction for Partially Interpretable Remaining Useful Life Interval Prediction in Aeroengine Prognostics
Tian Niu, Zijun Xu, Heng Luo +1
The estimation of Remaining Useful Life (RUL) plays a pivotal role in intelligent manufacturing systems and Industry 4.0 technologies. While recent advancements have improved RUL p…