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of 46
pro vyhledávání: '"Steed, Ryan"'
As the U.S. Census Bureau implements its controversial new disclosure avoidance system, researchers and policymakers debate the necessity of new privacy protections for public statistics. With experiments on both published statistics and synthetic da
Externí odkaz:
http://arxiv.org/abs/2407.04776
Audits are critical mechanisms for identifying the risks and limitations of deployed artificial intelligence (AI) systems. However, the effective execution of AI audits remains incredibly difficult. As a result, practitioners make use of various tool
Externí odkaz:
http://arxiv.org/abs/2402.17861
One of the most concrete measures to take towards meaningful AI accountability is to consequentially assess and report the systems' performance and impact. However, the practical nature of the "AI audit" ecosystem is muddled and imprecise, making it
Externí odkaz:
http://arxiv.org/abs/2401.14462
Autor:
Acquisti, Alessandro1 acquisti@cmu.edu, Steed, Ryan2 ryansteed@cmu.edu
Publikováno v:
Communications of the ACM. Jul2023, Vol. 66 Issue 7, p24-27. 4p. 1 Color Photograph.
Autor:
Steed, Ryan, Caliskan, Aylin
Recent advances in machine learning leverage massive datasets of unlabeled images from the web to learn general-purpose image representations for tasks from image classification to face recognition. But do unsupervised computer vision models automati
Externí odkaz:
http://arxiv.org/abs/2010.15052
Autor:
Steed, Ryan, Williams, Benjamin
Machine learning systems impact many stakeholders and groups of users, often disparately. Prior studies have reconciled conflicting user preferences by aggregating a high volume of manually labeled pairwise comparisons, but this technique may be cost
Externí odkaz:
http://arxiv.org/abs/2005.02342
A Set of Distinct Facial Traits Learned by Machines Is Not Predictive of Appearance Bias in the Wild
Autor:
Steed, Ryan, Caliskan, Aylin
Publikováno v:
AI Ethics (2021)
Research in social psychology has shown that people's biased, subjective judgments about another's personality based solely on their appearance are not predictive of their actual personality traits. But researchers and companies often utilize compute
Externí odkaz:
http://arxiv.org/abs/2002.05636
Publikováno v:
Science. 8/26/2022, Vol. 377 Issue 6609, p928-931. 4p. 2 Color Photographs.
Autor:
Steed, Ryan, Shepard, Sam, Defnet, Amy, Stewart, Ariel, Rivera, Juan Gaspar, Burke, Erica, Fraunfelter, Vesper
Publikováno v:
In Journal of Biological Chemistry March 2024 300(3) Supplement
Autor:
Cui, Yifan, Steed, Ryan
Publikováno v:
Science. 6/2/2023, Vol. 380 Issue 6648, p903-903. 1/4p.