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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

May 9, 2022

Similarity-Based Image Search for Visual Art

May 9, 2022

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

Jul 16, 2020

Machine Learning’s Obsession with Kids’ TV Show Characters

Jul 16, 2020

Catherine Yeo
in
Fair Bytes

Interview: Responsible AI with Anna Bethke

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

Jul 15, 2022

Interview: Responsible AI with Anna Bethke

Jul 15, 2022

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?

Mar 23, 2022

Interview: AI & Criminal Justice with Julia Dressel

Mar 23, 2022

Catherine Yeo

Neural Style Transfer Across Artistic Styles

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

Dec 14, 2021

Neural Style Transfer Across Artistic Styles

Dec 14, 2021

Catherine Yeo
in
Fair Bytes

Interview: Robot Ethics & Design with Shalaleh Rismani

How can we better design responsible AI and technology?

Oct 27, 2021

Interview: Robot Ethics & Design with Shalaleh Rismani

Oct 27, 2021

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

Aug 13, 2020

Explaining Machine Learning Predictions and Building Trust with LIME

Aug 13, 2020

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

Jul 9, 2020

Should You Take A Gap Year During COVID-19?

Jul 9, 2020

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

Jul 2, 2020

We Need to Change How Image Datasets are Curated

Jul 2, 2020

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

Jun 25, 2020

Reading List for Fairness in AI Topics

Jun 25, 2020

Catherine Yeo

Catherine Yeo

Book Author

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

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