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Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping

Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping

4 August 2021
L. Kondmann
Xiao Xiang Zhu
ArXiv (abs)PDFHTML

Papers citing "Under the Radar -- Auditing Fairness in ML for Humanitarian Mapping"

2 / 2 papers shown
Title
Fairness and representation in satellite-based poverty maps: Evidence of
  urban-rural disparities and their impacts on downstream policy
Fairness and representation in satellite-based poverty maps: Evidence of urban-rural disparities and their impacts on downstream policyInternational Joint Conference on Artificial Intelligence (IJCAI), 2023
Emily L. Aiken
Esther Rolf
J. Blumenstock
263
10
0
02 May 2023
Auditing the Imputation Effect on Fairness of Predictive Analytics in
  Higher Education
Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education
Hadis Anahideh
Parian Haghighat
Nazanin Nezami
Denisa Gándara
133
0
0
13 Sep 2021
1