Kyle Overton

According to our database, Kyle Overton authored at least 5 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Visual Exploration of Machine Learning Model Behavior With Hierarchical Surrogate Rule Sets.

Jun Yuan, Brian Barr, Kyle Overton, Enrico Bertini

IEEE Trans. Vis. Comput. Graph., February, 2024

2022

SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level.

Jun Yuan, Gromit Yeuk-Yin Chan, Brian Barr, Kyle Overton, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva

IEEE Computer Graphics and Applications, 2022

2020

SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level.

Gromit Yeuk-Yin Chan, Jun Yuan, Kyle Overton, Brian Barr, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva

CoRR, 2020

2018

Light Harvest: an interactive sculptural installation based on folding and mapping proteins.

Jiangmei Wu, Susanne Ressl, Kyle Overton

Digit. Creativity, 2018

2015

"Hello World": A Digital Quandary and the Apotheosis of the Human.

Kyle Overton

Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015