26 citations · 35 across the 2 of their papers we have counts for
2 papers
math.OC2024★ 9 cited
Counterfactual Analysis and Target Setting in Benchmarking
Peter Bogetoft, Jasone Ramírez-Ayerbe, Dolores Romero Morales
Data Envelopment Analysis (DEA) allows us to capture the complex relationship between multiple inputs and outputs in firms and organizations. Unfortunately, managers may find it ha…
stat.ML2023★ 26 cited
Generating collective counterfactual explanations in score-based classification via mathematical optimization
Emilio Carrizosa, Jasone Ramírez-Ayerbe, Dolores Romero Morales
Due to the increasing use of Machine Learning models in high stakes decision making settings, it has become increasingly important to have tools to understand how models arrive at…