Search Results - "Selbst, Andrew D."

Big Data's Disparate Impact by Barocas, Solon, Selbst, Andrew D.

“…Advocates of algorithmic techniques like data mining argue that these techniques eliminate human biases from the decision-making process. But an algorithm is…”
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Unfair artificial intelligence: How FTC intervention can overcome the limitations of discrimination law by Selbst, Andrew D, Barocas, Solon

“…Discriminatory artificial intelligence is unfair. Until very recently, the Federal Trade Commission, the United States federal agency charged with regulating…”
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Meaningful information and the right to explanation by Selbst, Andrew D, Powles, Julia

“…In May 2018, Europe’s new General Data Protection Regulation (GDPR) will apply across all European Union Member States.1 The GDPR is an ambitious, complicated,…”
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NEGLIGENCE AND AI'S HUMAN USERS by Selbst, Andrew D

“…Negligence law is often asked to adapt to new technologies. So it is with artificial intelligence ("AI"). Though AI often conjures images of autonomous robots,…”
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AN INSTITUTIONAL VIEW OF ALGORITHMIC IMPACT ASSESSMENTS by Selbst, Andrew D

“…Scholars and advocates have proposed algorithmic impact assessments ("AIAs") as a regulatory strategy for addressing and correcting algorithmic harms. An…”
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The Hidden Assumptions Behind Counterfactual Explanations and Principal Reasons by Barocas, Solon, Selbst, Andrew D, Raghavan, Manish

“…Counterfactual explanations are gaining prominence within technical, legal, and business circles as a way to explain the decisions of a machine learning model…”
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The Fallacy of AI Functionality by Raji, Inioluwa Deborah, Kumar, I. Elizabeth, Horowitz, Aaron, Selbst, Andrew D

“…2022 ACM Conference on Fairness, Accountability, and Transparency (FAccT '22) Deployed AI systems often do not work. They can be constructed haphazardly,…”
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