"predict-then-optimize" Papers

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DFF: Decision-Focused Fine-Tuning for Smarter Predict-Then-Optimize with Limited Data

Jiaqi Yang, Enming Liang, Zicheng Su et al.

AAAI 2025paperarXiv:2501.01874
4
citations

Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints

Hyungki Im, Wyame Benslimane, Paul Grigas

NEURIPS 2025arXiv:2505.22881

Leaving the Nest: Going beyond Local Loss Functions for Predict-Then-Optimize

Sanket Shah, Bryan Wilder, Andrew Perrault et al.

AAAI 2024paperarXiv:2305.16830
20
citations