N.H.G. de Boer

Personal insights for altering decisions of tree-based ensembles over time

2020 · Proceedings of the VLDB Endowment

Machine Learning models are prevalent in critical human-related decision making, such as resume filtering and loan applications. Refused individuals naturally ask what could change the decision, should they reapply. This question is hard for the …