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2020 – today
- 2024
[j3]Jun Yuan
, Brian Barr, Kyle Overton, Enrico Bertini:
Visual Exploration of Machine Learning Model Behavior With Hierarchical Surrogate Rule Sets. IEEE Trans. Vis. Comput. Graph. 30(2): 1470-1488 (2024)- 2022
- [j2]Jun Yuan, Gromit Yeuk-Yin Chan, Brian Barr, Kyle Overton, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva:
SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level. IEEE Computer Graphics and Applications 42(6): 24-36 (2022) - [i2]Jun Yuan, Brian Barr, Kyle Overton, Enrico Bertini:
Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets. CoRR abs/2201.07724 (2022) - 2020
- [i1]Gromit Yeuk-Yin Chan, Jun Yuan, Kyle Overton, Brian Barr, Kim Rees, Luis Gustavo Nonato, Enrico Bertini, Cláudio T. Silva:
SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level. CoRR abs/2007.10609 (2020)
2010 – 2019
- 2018
- [j1]Jiangmei Wu, Susanne Ressl, Kyle Overton:
Light Harvest: an interactive sculptural installation based on folding and mapping proteins. Digit. Creativity 29(4): 274-286 (2018) - 2015
- [c1]Kyle Overton:
"Hello World": A Digital Quandary and the Apotheosis of the Human. CHI Extended Abstracts 2015: 179
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