Tag: Modeling
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Google Head of Ethical AI Research on Data Biases and Ethics
Author: N/A; Publisher: Speevr; Publication Year: 2020. The following article discusses how the cause for our data ethics concerns stems from artificial intelligence (AI) starting to work. It used to be theoretical, but now these…
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Why Ethics are Important in Data Science
Author: Sibren Isaacman; Publisher: Loyola University – Maryland; Publication Year: 2018. The following article presents a reality that most data scientists will not be able to actually see the affect of their model or algorithm…
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How Open-Source Data Labeling Technology can Mitigate Bias
Author: Sean Michael Kerner; Publisher: VentureBeat; Publication Year: 2022. The following article discusses how when labeling data for modeling and machine learning, the person labeling the data can accidently introduce bias to the models. This…
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Reducing Bias in AI-Based Financial Services
Accuracy, Artificial Intelligence, Banking & Finance, Bias, Data Governance, Data Governance Programs, Discrimination, Ethical Data Frameworks, Fairness, Gender, Machine Learning, Modeling, Predictions, RaceAuthor: Aaron Klein; Publisher: The Brookings Institution; Publication Year: 2020. The following paper goes in depth regarding why establishing and maintaining proper data governance programs and ethical data frameworks are so important to financial institutions.…