Catherine Yeo in Fair Bytes

Jun 3, 2020

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How Biased is GPT-3?

Despite its impressive performance, the world’s newest language model reflects…

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161

2 responses

Catherine Yeo in Fair Bytes

Aug 13, 2020

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Explaining Machine Learning Predictions and Building Trust with LIME

A technique to explain how…

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215

1 response

Catherine Yeo in Fair Bytes

May 27, 2020

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Best Resources to Teach AI Ethics in the K-12 Classroom

Curricula, projects, and even fiction books to…

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202

1 response

Catherine Yeo in Fair Bytes

Jun 24, 2020

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Reading List for Fairness in AI Topics

Papers, books, and resources to learn about fairness in vision…

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249

Catherine Yeo in Fair Bytes

May 20, 2020

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What is Transparency in AI?

What does it mean for a machine learning algorithm to be “transparent”?

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107

Catherine Yeo in Fair Bytes

May 13, 2020

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NLP Bias Against People with Disabilities

An overview of how biases against mentions of disabilities…

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127

Catherine Yeo in Fair Bytes

Jun 17, 2020

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New Way to Measure Crowdsourcing Bias in Machine Learning

An overview of how to use counterfactual…

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128

1 response

Catherine Yeo in Fair Bytes

Jun 10, 2020

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Why We Need AI Literacy

Reason #5: Just because you CAN develop an algorithm, doesn’t mean you SHOULD

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62

Catherine Yeo in Fair Bytes

Jul 1, 2020

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We Need to Change How Image Datasets are Curated

Why many gold-standard computer vision datasets, such…

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150

1 response

Catherine Yeo in Fair Bytes

May 5, 2020

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Fair Bytes: A Deeper Lens into Fairness in AI

Understanding algorithmic fairness and ethics is more…

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73

1 response

These were the top 10 stories published by Fair Bytes in 2020. You can also dive into monthly archives for 2020 by using the calendar at the top of this page.