2 papers
cs.HC2026
Psychological Benefits and Costs of Diversifying Algorithmic Recourse
Tomu Tominaga, Naomi Yamashita, Takeshi Kurashima
Algorithmic recourse provides counterfactual action plans that help people overturn unfavorable AI decisions. While diverse recourse sets may improve transparency and motivation, t…
cs.LG2024
Reassessing Evaluation Functions in Algorithmic Recourse: An Empirical Study from a Human-Centered Perspective
Tomu Tominaga, Naomi Yamashita, Takeshi Kurashima
In this study, we critically examine the foundational premise of algorithmic recourse - a process of generating counterfactual action plans (i.e., recourses) assisting individuals…