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math.OC2025
OPO: Making Decision-Focused Data Acquisition Decisions
Egon Peršak, Miguel F. Anjos
We propose a model for making data acquisition decisions for variables in contextual stochastic optimisation problems. Data acquisition decisions are typically treated as separate…
math.OC2023
Learning Deterministic Surrogates for Robust Convex QCQPs
Egon Peršak, Miguel F. Anjos
Decision-focused learning is a promising development for contextual optimisation. It enables us to train prediction models that reflect the contextual sensitivity structure of the…