Learning Optimal Projection for Forecast Reconciliation of Hierarchical Time SeriesAsterios TsiourvasWei Sunet al.2024ICML 2024
End-to-End Learning via Constraint-Enforcing Approximators for Linear Programs with Applications to Supply ChainsRares ChristianPavithra Harshaet al.2022AAAI 2022
Manifold-Aligned Counterfactual Explanations for Neural NetworksGeorgia PerakisWei Sunet al.2024AISTATS 2024
End-to-End Learning for Decision Optimization via Constraint-Enforcing ApproximatorsRares ChristianPavithra Harshaet al.2022INFORMS 2022
Robust Methods For Hierarchical Time Series Forecasting In OperationsPin-Yu ChenAlkiviadis Mertzioset al.2023INFORMS 2023