Enhancing AI fairness through impact assessment in the European Union: a legal and computer science perspective

Author:

Calvi Alessandra1ORCID,Kotzinos Dimitris2ORCID

Affiliation:

1. LSTS, d.pia.lab, Vrije Universiteit Brussel, Belgium and ETIS lab, CY Cergy Paris Université / ENSEA / CNRS, France

2. ETIS lab, CY Cergy Paris Université / ENSEA / CNRS, France

Funder

EUTOPIA PhD co-tutelle programme

Publisher

ACM

Reference83 articles.

1. Ada Lovelace Institute. 2022. Algorithmic impact assesment: a case study in healthcare. Ada Lovelace Institute. 2022. Algorithmic impact assesment: a case study in healthcare.

2. When Doctrines Collide: Disparate Treatment, Disparate Impact, and Watson v. Fort Worth Bank & Trust;Alessandra Anita M.;University of Pennsylvania Law Review,1989

3. Anita L Allen . 2004. Race, Face, and Rawls. Faculty Scholarship at Penn Law 72, 561 ( 2004 ), 1677–1696. Anita L Allen. 2004. Race, Face, and Rawls. Faculty Scholarship at Penn Law 72, 561 (2004), 1677–1696.

4. Abolfazl Asudeh , H. V. Jagadish , Julia Stoyanovich , and Gautam Das . 2019 . Designing fair ranking schemes . Proceedings of the ACM SIGMOD International Conference on Management of Data (2019), 1259–1276. DOI:https://doi.org/10.1145/3299869.3300079 10.1145/3299869.3300079 Abolfazl Asudeh, H. V. Jagadish, Julia Stoyanovich, and Gautam Das. 2019. Designing fair ranking schemes. Proceedings of the ACM SIGMOD International Conference on Management of Data (2019), 1259–1276. DOI:https://doi.org/10.1145/3299869.3300079

5. Solon Barocas . 2014 . Data Mining and the Discourse on Discrimination. In Data Ethics Workshop, Conference on Knowledge Discovery and Data Mining, 6. Retrieved from https://pdfs.semanticscholar.org/abbb/235fcf3b163afd74e1967f7d3784252b44fa.pdf Solon Barocas. 2014. Data Mining and the Discourse on Discrimination. In Data Ethics Workshop, Conference on Knowledge Discovery and Data Mining, 6. Retrieved from https://pdfs.semanticscholar.org/abbb/235fcf3b163afd74e1967f7d3784252b44fa.pdf

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