TRIVEA: transparent ranking interpretation using visual explanation of black-box algorithmic rankers
Ranking schemes drive many real-world decisions, like, where to study, whom to hire, what
to buy, etc. Many of these decisions often come with high consequences. For example, a …
to buy, etc. Many of these decisions often come with high consequences. For example, a …
A human-in-the-loop workflow for multi-factorial sensitivity analysis of algorithmic rankers
J Yuan, A Dasgupta - Proceedings of the Workshop on Human-In-the …, 2023 - dl.acm.org
Algorithmic rankers are ubiquitously applied in automated decision systems such as hiring,
admission, and loan-approval systems. Without appropriate explanations, decision-makers …
admission, and loan-approval systems. Without appropriate explanations, decision-makers …