Catherine Yeo – Medium

Catherine Yeo

Featured Book

The Creator Revolution: How Today’s Creative Talents Are Shaping Our Tomorrow

The Creator Revolution: How Today’s Creative Talents Are Shaping Our Tomorrow

The Creator Revolution examines the historic rise of digital content creators and their impact on transforming both our present and our future.

2022

Catherine Yeo

Catherine Yeo

Stories

Pinned

Catherine Yeo
in
Towards Data Science

Similarity-Based Image Search for Visual Art

Evaluating similarity of visual art from both human perceptual & quantitative judgments

6 min readMay 9, 2022

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Similarity-Based Image Search for Visual Art

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Pinned

Catherine Yeo
in
Towards Data Science

Machine Learning’s Obsession with Kids’ TV Show Characters

Elmo, Bert, and Marge (Simpson) aren’t just your favorite TV characters growing up — they’re also machine learning & NLP models

7 min readJul 16, 2020

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Machine Learning’s Obsession with Kids’ TV Show Characters

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Catherine Yeo
in
Fair Bytes

Interview: Responsible AI with Anna Bethke

How can we more fully consider building AI for social good?

6 min readJul 15, 2022

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Interview: Responsible AI with Anna Bethke

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Catherine Yeo
in
Fair Bytes

Interview: AI & Criminal Justice with Julia Dressel

How do AI algorithms fit into recidivism prediction and criminal justice going forward?

9 min readMar 23, 2022

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Interview: AI & Criminal Justice with Julia Dressel

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Catherine Yeo

Neural Style Transfer Across Artistic Styles

Building a web application that transforms photos into artworks of one’s chosen style

6 min readDec 14, 2021

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Neural Style Transfer Across Artistic Styles

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Catherine Yeo
in
Fair Bytes

Interview: Robot Ethics & Design with Shalaleh Rismani

How can we better design responsible AI and technology?

8 min readOct 27, 2021

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Interview: Robot Ethics & Design with Shalaleh Rismani

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Catherine Yeo
in
Fair Bytes

Explaining Machine Learning Predictions and Building Trust with LIME

A technique to explain how black-box machine learning classifiers make predictions

6 min readAug 13, 2020

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Explaining Machine Learning Predictions and Building Trust with LIME

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Catherine Yeo

Should You Take A Gap Year During COVID-19?

A guide for college students on factors to consider and options for what to do in the next school year

8 min readJul 9, 2020

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Should You Take A Gap Year During COVID-19?

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Catherine Yeo
in
Fair Bytes

We Need to Change How Image Datasets are Curated

Why many gold-standard computer vision datasets, such as ImageNet, are flawed

4 min readJul 2, 2020

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We Need to Change How Image Datasets are Curated

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Catherine Yeo
in
Fair Bytes

Reading List for Fairness in AI Topics

Papers, books, and resources to learn about fairness in vision, NLP, and more

4 min readJun 25, 2020

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Reading List for Fairness in AI Topics

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Catherine Yeo

Catherine Yeo

Book Author

Harvard | Book Author | AI/ML writing in @fairbytes @towardsdatascience

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