Unfairness in Machine Learning for Web Systems Applications

Author:

Minatel Diego1ORCID,dos Santos Nícolas Roque1ORCID,da Silva Angelo Cesar Mendes1ORCID,Cúri Mariana1ORCID,Marcacini Ricardo Marcondes1ORCID,Lopes Alneu de Andrade1ORCID

Affiliation:

1. Institute of Mathematics and Computer Sciences, University of São Paulo, Brazil

Funder

Fundação de Amparo à Pesquisa do Estado de São Paulo

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Publisher

ACM

Reference114 articles.

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2. Shruti Agarwal , Hany Farid , Yuming Gu , Mingming He , Koki Nagano , and Hao Li . 2019 . Protecting World Leaders Against Deep Fakes .. In CVPR workshops, Vol. 1. 38 . Shruti Agarwal, Hany Farid, Yuming Gu, Mingming He, Koki Nagano, and Hao Li. 2019. Protecting World Leaders Against Deep Fakes.. In CVPR workshops, Vol. 1. 38.

3. Maryam Ahmed. 2020. UK passport photo checker shows bias against dark-skinned women. https://www.bbc.com/news/technology-54349538 Maryam Ahmed. 2020. UK passport photo checker shows bias against dark-skinned women. https://www.bbc.com/news/technology-54349538

4. Leigh Alexander . 2016. Do Google’s ’unprofessional hair ’ results show it is racist?https://www.theguardian.com/technology/ 2016 /apr/08/does-google-unprofessional-hair-results-prove-algorithms-racist- Leigh Alexander. 2016. Do Google’s ’unprofessional hair’ results show it is racist?https://www.theguardian.com/technology/2016/apr/08/does-google-unprofessional-hair-results-prove-algorithms-racist-

5. Kiana Alikhademi , Emma Drobina , Diandra Prioleau , Brianna Richardson , Duncan Purves , and Juan  E Gilbert . 2022. A review of predictive policing from the perspective of fairness. Artificial Intelligence and Law ( 2022 ), 1–17. Kiana Alikhademi, Emma Drobina, Diandra Prioleau, Brianna Richardson, Duncan Purves, and Juan E Gilbert. 2022. A review of predictive policing from the perspective of fairness. Artificial Intelligence and Law (2022), 1–17.

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1. DIF-SR: A Differential Item Functioning-Based Sample Reweighting Method;Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications;2023-11-27

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