Tag: Machine Learning
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Big Tech and Data Ethics
Algorithmic Injustice, Artificial Intelligence, Autonomous Vehicles, Discrimination, Machine Learning, Personal Data, Robotics, Surveillance, User Interface DesignAuthor: Sam Gilbert; Publisher: Bennett Institute of Public Policy, Cambridge; Publication Year: 2020. The following article discusses the following topics with respect big tech companies: privacy and surveillance; bias; discrimination; and injustice in algorithmic decisioning;…
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The Real Reason to be Afraid of Artificial Intelligence
Accountability, Algorithms, Artificial Intelligence, Biased Data, COMPAS Program, Machine Learning, Model Training, Robotics, TransparencyAuthor: Peter Haas; Publisher: TEDx Talks; Publication Year: 2017. The following article features Peter Haas, who actually works in robotics at Brown University, who is afraid of robots. The example of how to train a…
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Big Data Phenotyping in Rare Diseases: Some Ethical Issues
Author: Nina Hallowell, Michael Parker, Christoffer Nellåker; Publisher: Genetics in Medicine; Publication Year: 2018. The following article discusses how computational phenotyping (using machine learning algorithms [MLAs] to analyze photographic images) has improved healthcare experience for…
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Artificial Intelligence in Healthcare: Providing Ease or Ethical Dilemmas?
Accuracy, Algorithms, Artificial Intelligence, Data Usage, Machine Learning, Medical Research, Patient CareAuthor: Nils Aoun, Chloé Currie, Itai Epstein, and Chaaron Nahar; Publisher: Maiei; Publication Year: 2022. The following article covers how research in medicine by people is at a plateau, many of the recent advancements are…
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How AI and Neuroscience Drive Each Other Forwards
Author: Neil Savage; Publisher: Nature; Publication Year: 2019. The following article explores how artificial intelligence (AI) and neuroscience enhance each other. AI, with its ability to identify patterns in large, complex datasets, has seen remarkable…
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Can Machine Learning be Moral?
Author: Miguel Sicart, Irina Shklovski, Mirabelle Jones; Publisher: N/A; Publication Year: 2021. The following paper attempts to answer a critical question that has vexed many debates: what constitutes an ethically accountable machine learning system? The…
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Ethical Algorithm Design Should Guide Technology Regulation
Author: Michael Kearns, Aaron Roth; Publisher: Brookings; Publication Year: 2020. The following article is focused on frameworks for thinking about algorithmic bias and how to address the “unanticipated consequence of following the standard methodology of…
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Responsible AI Dashboard: A One-Stop Shop for Operationalizing Responsible AI in Practice
Artificial Intelligence, Casual Inference, Counterfactual Analysis, Error Analysis, Machine Learning, Unfairness Assessment, Unfairness MitigationAuthor: Mehrnoosh Sameki; Publisher: Microsoft; Publication Year: 2021. The following dashboard can be used to make sure data scientists ethically and responsibly take the correct approach towards artificial intelligence or machine learning. “A single pane…