Tag: Algorithmic Bias

Shedding Light on Healthcare Algorithmic and Artificial Intelligence Bias

Algorithmic Bias, women

Click here to access original source Author: Caleb J. Colon-Rodriguez Publisher: US Department of Health and Human Services; Office of Minority Health Year: 2023 Summary: This article discusses the potential causes and costs of algorithmic…
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Data Ethics & Mitigating Algorithmic Bias

Algorithmic Bias, Algorithms, Bias Mitigation, Data Collection, Machine Learning Lifecycle

Author: Vivek Katial; Publisher: Multitudes; Publication Year: N/A. The following article starts by introducing the profound effect that algorithms and, in particular, decisions from algorithms have on our life today. The author goes on to…
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Algorithmic Bias Explained

Alexa, Algorithmic Bias, Amazon, Deep Learning, Gender Bias, Machine Learning

Author: N/A; Publisher: TRT World; Publication Year: 2018. The following video discusses how because algorithms are written by humans, they are not any more objective than we are. Some examples of algorithmic bias include: Amazon’s…
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Algorithmic Bias Explained: How Automated Decision-Making Becomes Automated Discrimination

Algorithmic Bias, Credit Worthiness, Lending Algorithms, Racial Bias

Author: N/A; Publisher: The Greenlining Institute; Publication Year: 2021. The following article discusses algorithmic biases in credit and finance, healthcare, employment, government programs, education and housing. Focusing in on algorithmic bias in credit and finance,…
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Algorithmic Bias in Data-Driven Innovation in the Age of AI

Algorithmic Bias, Data Driven Innovation Phases, Data Driven Process

Author: Shahriar Akter, Grace McCarthy, Shahriar Sajib, Katina Michael, Yogesh Dwivedi, John D’Ambra; Publisher: International Journal of Information Management; Publication Year: 2021. The following paper provided a thorough framework for algorithmic biases in data driven…
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Ethical Algorithm Design Should Guide Technology Regulation

Algorithmic Bias, Machine Learning

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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Race, Technology, and Algorithmic Bias

Algorithmic Bias, Facial Recognition Systems, Racial Bias, Training Data

Author: Joy Buolamwini, Latanya Sweeney, and Darren Walker; Publisher: Radcliffe Institute for Advanced Study, Harvard University; Publication Year: 2019. The following video documents a conversation between Joy Buolamwini, Latanya Sweeney, and Darren Walker. Leading the…
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Keynote Speaker: Joy Buolamwini Presented by SpeakInc

Algorithmic Bias, Coded Gaze, Discriminatory Practices, Exclusionary Experiences, Facial Recognition Systems, Gender Gap, IBM, Racial Gaps

Author: Joy Buolamwini Publisher: SpeakInc Publication Year: 2018 Summary: In the following video, Joy Buolamwini expands on her mission of the ‘Coded Gaze’, her term for algorithmic bias which can lead to discriminatory practices or…
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How I’m Fighting Bias in Algorithms

Algorithmic Bias, Coded Gaze, Discriminatory Practices, Facial Recognition Systems, Fairness, Machine Learning, Representation in Training Datasets

Author: Joy Buolamwini; Publisher: TED; Publication Year: N/A. The following speech discusses how algorithmic bias, or the “coded gaze,” can lead to discriminatory practices. Machine learning is being used for facial recognition but a lack…
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