Artifact for 'Fairness Improvement with Multiple Protected Attributes: How Far Are We?'
收藏DataCite Commons2024-01-16 更新2024-08-19 收录
下载链接:
https://figshare.com/articles/dataset/Artifact_for_Fairness_Improvement_with_Multiple_Protected_Attributes_How_Far_Are_We_/24943590/1
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资源简介:
This artifact corresponds to the paper titled 'Fairness Improvement with Multiple Protected Attributes: How Far Are We?' (https://chenzhenpeng18.github.io/papers/ICSE24.pdf), which has been accepted by ICSE 2024. We are applying for the Available and Reusable badges due to the following reasons: (1) The artifact is hosted on Figshare under the Apache License, with a DOI, making it publicly accessible to other researchers. (2) The artifact provides datasets, scripts, and intermediate results to facilitate the reproduction of our paper. It includes a Docker image and a step-by-step guide on how to run the scripts and obtain results for all our research questions.
本研究配套资源包对应于已被ICSE 2024收录的论文《面向多保护属性的公平性改进:我们尚有多远之路?》,论文链接为https://chenzhenpeng18.github.io/papers/ICSE24.pdf。我们特此申请“可获取”与“可复用”徽章,理由如下:(1) 本资源包托管于Figshare平台,采用Apache许可证并带有数字对象唯一标识符(Digital Object Identifier,DOI),可供其他研究人员公开访问。(2) 本资源包包含数据集、脚本与中间结果,以助力复现论文中的全部研究工作;其中还提供了Docker镜像,以及用于运行脚本、获取所有研究问题对应结果的分步操作指南。
提供机构:
figshare
创建时间:
2024-01-04



