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.