Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Shahar Segal"'
Publikováno v:
SSRN Electronic Journal.
Publikováno v:
Segal, S, Adi, Y, Pinkas, B, Baum, C, Ganesh, C & Keshet, J 2021, Fairness in the Eyes of the Data: Certifying Machine-Learning Models . in AIES 2021-Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society . Association for Computing Machinery, pp. 926-935, AAAI / ACM Conference on Artificial Intelligence, Ethics, and Society-AIES 2021, Virtual, 19/05/2021 . https://doi.org/10.1145/3461702.3462554
AIES
AIES
We present a framework that allows to certify the fairness degree of a model based on an interactive and privacy-preserving test. The framework verifies any trained model, regardless of its training process and architecture. Thus, it allows us to eva
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c3e7ffe8e04b677372ed52f5aee49d23
https://pure.au.dk/portal/da/publications/fairness-in-the-eyes-of-the-data-certifying-machinelearning-models(9436f94f-72a9-4016-8caf-c1b47d0d14e0).html
https://pure.au.dk/portal/da/publications/fairness-in-the-eyes-of-the-data-certifying-machinelearning-models(9436f94f-72a9-4016-8caf-c1b47d0d14e0).html