Data Ethics Repository

Tag: Deep Learning

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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This is How AI Bias Really Happens—and Why It’s So Hard to Fix

Algorithms, Artificial Intelligence, Deep Learning

Author: Karen Hao; Publisher: MIT Technology Review; Publication Year: 2019. The following article discusses how over the past few months, its been documented how the vast majority of artificial intelligence’s (AI) applications today are based…
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Why Deep-Learning AIs are so Easy to Fool

Artificial Intelligence, Deep Learning, Deep Neural Networks

Author: Douglas Heaven; Publisher: Nature; Publication Year: 2019. The following article discusses how deep learning artificial intelligence (AI) models, specifical deep neural networks, can be extremely brittle when presented with new cases. There is a…
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