Daniel Kerrigan

Research

I am interested in visualization and HCI, particularly as they relate to the development, evaluation, and use of machine learning models. My research takes a human-centered perspective on how the machine learning process can be improved.

Publications

A Survey of Domain Knowledge Elicitation in Applied Machine Learning

Daniel Kerrigan, Jessica Hullman, Enrico Bertini
Multimodal Technologies and Interaction, 2021

Nutrition Bytes: Visualizing Food Content

Shuai He, Daniel Kerrigan, Ronald Metoyer
IEEE VIS Poster Extended Abstract, 2017

In progress

SliceLens

SliceLens is one of my current research projects. It is a tool for guided exploration of machine learning datasets and model predictions. Checkout the GitHub repository for more info.