Towards Causal Benchmarking of Bias in Face Analysis Algorithms
Author:
Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-58523-5_32
Reference56 articles.
1. https://aws.amazon.com/sagemaker/groundtruth/
2. Albiero, V., KS, K., Vangara, K., Zhang, K., King, M.C., Bowyer, K.W.: Analysis of gender inequality in face recognition accuracy. In: Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, pp. 81–89 (2020)
3. Angrist, J.D., Imbens, G.W.: Identification and estimation of local average treatment effects. Technical report, National Bureau of Economic Research (1995)
4. Barron, J.L., Fleet, D.J., Beauchemin, S.S.: Performance of optical flow techniques. Int. J. Comput. Vis. 12(1), 43–77 (1994)
5. Bertrand, M., Mullainathan, S.: Are Emily and Greg more employable than Lakisha and Jamal? A field experiment on labor market discrimination. Am. Econ. Rev. 94(4), 991–1013 (2004)
Cited by 25 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. MindSet: A Bias-Detection Interface Using a Visual Human-in-the-Loop Workflow;Communications in Computer and Information Science;2024
2. Studying bias in visual features through the lens of optimal transport;Data Mining and Knowledge Discovery;2023-09-02
3. A novel approach for bias mitigation of gender classification algorithms using consistency regularization;Image and Vision Computing;2023-09
4. Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-Based Recruitment;SN Computer Science;2023-06-07
5. Equal accuracy for Andrew and Abubakar—detecting and mitigating bias in name-ethnicity classification algorithms;AI & SOCIETY;2023-02-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3