Rebecca Faust

Rebecca Faust

I am an assistant professor at Tulane University. My research interests include incorporating interactive visualization into data science analyses to increase understandability of the results and the analyses themselves.

DimReader: Axis Lines that Explain Non-Linear Projections

Date:

In this talk, I present DimReader: Axis Lines that Explain Non-Linear Projections. DimReader is a technique that recovers readable axes from dimensionality reduction techniques by analyzing infinitesimal perturbations of the dataset with respect to variables of interest. This talk was presented at IEEE VIS 2018.

InfoVis 2018: DimReader: Axis lines that explain non-linear projections from VGTCommunity on Vimeo.