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cs.LG2022
PERFEX: Classifier Performance Explanations for Trustworthy AI Systems
Erwin Walraven, Ajaya Adhikari, Cor J. Veenman
Explainability of a classification model is crucial when deployed in real-world decision support systems. Explanations make predictions actionable to the user and should inform abo…
cs.LG2022
Context-Aware Discrimination Detection in Job Vacancies using Computational Language Models
S. Vethman, A. Adhikari, M. H. T. de Boer +2
Discriminatory job vacancies are disapproved worldwide, but remain persistent. Discrimination in job vacancies can be explicit by directly referring to demographic memberships of c…