Hello, I'm Fred Hohman

Iā€™m a Ph.D. student in the College of Computing at Georgia Tech advised by Polo Chau and Alex Endert.

My research applies a human-centered approach to designing and developing interactive interfaces that help people understand and explain machine learning models. I also write, design, and build explorable explanations, dynamic expositions, and interactive data visualizations that illustrate complex ideas simply and tangibly.

I have worked at Apple, Microsoft Research, NASA Jet Propulsion Lab, and Pacific Northwest National Lab.

I am a 2018 NASA Space Technology Research Fellow.

A design probe to understand how data scientists understand machine learning models
CHI 2019
Local graph exploration in a global context
IUI 2019
An interrogative survey for the next frontiers
TVCG 2018
A born-digital magazine showcasing the expository power of the web
Present ā€”
Explore the methods data scientists use to visualize high-dimensional data
July 2018
Riffling from factory order to complete randomness
June 2018

Everything Else

Including a list of projects, the blog, monthly music playlists, stuff I use, and the archive.