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Learning Surrogate Loss Functions for Predict Then Optimize Problems
Why predict-then-optimize and end-to-end learning won't fix your optimization under uncertainty.
EC'17: Prediction and Optimization in School Choice
End-to-end Optimization of Machine Learning Prediction Queries (SIGMOD 2022)
Integration of Prediction and Optimization with Applications in Operations Management
Design, Predict, Asses, & Optimize
Offline and Online Learning and Decision-Making in the Predict-then-Optimize Setting
CPAIOR 2022: Learning, Optimization, and Generalization in the Predict-then-Optimize Setting
Webinar: AI-Driven Optimization & Failure Prediction | Ambyint x nybl
Optimisation vs prediction (part 1): Main differences and when to use them
Conformal Contextual Robust Optimization
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Last Updated: August 18, 2026
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