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Developments
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Why predict-then-optimize and end-to-end learning won't fix your optimization under uncertainty.
Design, Predict, Asses, & Optimize
Learning Surrogate Loss Functions for Predict Then Optimize Problems
End-to-end Optimization of Machine Learning Prediction Queries (SIGMOD 2022)
Offline and Online Learning and Decision-Making in the Predict-then-Optimize Setting
Integration of Prediction and Optimization with Applications in Operations Management
Optimisation vs prediction (part 1): Main differences and when to use them
EC'17: Prediction and Optimization in School Choice
CPAIOR 2022: Learning, Optimization, and Generalization in the Predict-then-Optimize Setting
Optimisation vs prediction (part 2): Optimisation examples
Conformal Contextual Robust Optimization
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Last Updated: August 16, 2026
Conclusion
For 2026, Smart Predict Then Optimize remains one of the most talked-about creator profiles. Check back for the latest updates.
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