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A Unified Approach to Quantifying Algorithmic Unfairness: Measuring…
https://mlg.eng.cam.ac.uk/adrian/KDD2018_inequality_indices.pdf19 Jun 2024: In this paper, we propose to quantify unfairness using inequal-ity indices that have been extensively studied in economics andsocial welfare [3, 10, 19]. ... For all experiments, we repeatedly split the data into 70%-30%train-test sets 10 times and -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=resear…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=research-data25 Jun 2024: To control tests properly, you would like to be double blind.You would like not to know who did a certain test, you would like not to know the answer beforehand, ... Open access allows us to reach new audiences, improve the economics of research access, -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&cat=363
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&cat=36325 Jun 2024: monographs. It has also provided us with the opportunity to test the implementation of additional infrastructure to support discovery, access, and dissemination of such open access content, and potentially experiment with ... biomedical research), others -
The Case for Process Fairness in Learning:Feature Selection for ...
https://mlg.eng.cam.ac.uk/adrian/grgic.pdf19 Jun 2024: 3. Prior literature in social, economic, legal, and political sciences distinguishing between directdiscrimination and indirect discrimination makes similar observations as we do in this paper. ... For each of the classifiers, we also compute -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=theses
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=theses25 Jun 2024: However OCR does not work on handwriting or if the type is uneven./p pTo test this, the OSC decided to ask the British Library to digitise a few samples from ... run OCR over the scans to test for accuracy./p ul liThe scan of 1997 thesis that -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=resear…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=research-support25 Jun 2024: respond Office of Scholarly Communication Tue, 23 Oct 2018 09:20:29 0000 Uncategorized LibGuides librarians Libraries Research Support TDM TDM Test Kitchen ... test-kitchen-1/text-and-data-mining-test-kitchen"pilot project/a involves a publisher, -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&author=3
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&author=325 Jun 2024: Office of Scholarly Communication, Author at Unlocking Research https://unlockingresearch-blog.lib.cam.ac.uk/?author=3 Open Research at Cambridge Mon, 27 May 2019 13:44:29 0000 en-GB hourly 1 https://wordpress.org/?v=6.6 210359508 Multiplicity, the -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=librar…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=library25 Jun 2024: This is an argument against a formal route. They also suffer from a conflict of interest because of the need to ensure a number of students – there are economic considerations./p -
Human Perceptions of Fairness in Algorithmic Decision Making: A Case…
https://mlg.eng.cam.ac.uk/adrian/WWW18-HumanPerceptions.pdf19 Jun 2024: We draw these latentproperties from the existing literature in social-economic-political-moral sciences, philosophy, and the law, as detailed below.I. ... To evaluate the model, we randomly split thedata into 50%/50% train/test folds five times, and -
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=open-r…
https://unlockingresearch-blog.lib.cam.ac.uk/?feed=rss2&tag=open-research25 Jun 2024: time was taking the test… I mean is that reasonable?Is anybody ever going do that?If you put those limitations on data because that is a very, very remote possibility; ... To control tests properly, you would like to be double blind.You would like not
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