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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…
cs.LG2025
Generating Poisoning Attacks against Ridge Regression Models with Categorical Features
Monse Guedes-Ayala, Lars Schewe, Zeynep Suvak +1
Machine Learning (ML) models have become a very powerful tool to extract information from large datasets and use it to make accurate predictions and automated decisions. However, M…