Hello, I'm Fred Hohman

I’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 Microsoft Research, NASA Jet Propulsion Laboratory, and Pacific Northwest National Laboratory.

I am a 2018 NASA Space Technology Research Fellow.

Local graph exploration in a global context
IUI 2019
An interrogative survey for the next frontiers
TVCG 2018
A deep learning approach for population estimation from satellite imagery
GeoHum. 2017
A born-digital magazine showcasing the expository power of the web
Present —
Explore the methods that 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.