2 papers
cs.LG2026
Decision-Focused Continual Learning for Seaport Power-Logistics Scheduling: Generalization across Varying Tasks
Chuanqing Pu, Feilong Fan, Nengling Tai +3
Power-logistics scheduling in modern seaports typically follows a predict-then-optimize pipeline. To enhance the decision quality of predictions, decision-focused learning has been…
eess.SY2026
CVaR-Guided Decision-Focused Learning and Risk-Triggered Re-Optimization for Two-Stage Robust Microgrid Operation
Tingwei Cao, Yan Xu
Microgrid operation is highly vulnerable to short-term load uncertainty, while conventional predict-then-optimize pipelines cannot fully align probabilistic forecasting quality wit…