Emmanouil Krasanakis

Applying Fairness Constraints on Graph Node Ranks under Personalization Bias (preprint of accepted manuscript)

2020 · Zenodo (CERN European Organization for Nuclear Research)

In this work we address algorithmic fairness concerns that arise when graph nodes are ranked based on their structural relatedness to a personalized set of query ones. In particular, we aim to mitigate disparate impact, …