Will Epperson

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Duen Horng ChauProfessor, Georgia Institute of TechnologyVerified email at gatech.edu
Fred HohmanResearch Scientist at AppleVerified email at apple.com
Minsuk KahngYonsei University (Prev. Google DeepMind)Verified email at yonsei.ac.kr
Ángel Alexander CabreraCarnegie Mellon UniversityVerified email at cmu.edu
Jamie MorgensternUniversity of WashingtonVerified email at cs.washington.edu
Adam PererCarnegie Mellon UniversityVerified email at cmu.edu
Robert DeLinePrincipal Researcher, Microsoft ResearchVerified email at microsoft.com
Steven DruckerMicrosoft ResearchVerified email at microsoft.com
April WangETH ZurichVerified email at inf.ethz.ch
Dominik MoritzProfessor at CMU HCII and Researcher at AppleVerified email at cmu.edu
Omar ShaikhStanford UniversityVerified email at stanford.edu
Diyi YangStanford UniversityVerified email at stanford.edu
Austin P. WrightPhD Student, Georgia Institute of TechnologyVerified email at gatech.edu
Haekyu ParkGeorgia Institute of TechnologyVerified email at gatech.edu
Doris Jung-Lin LeeUniversity of California, BerkeleyVerified email at illinois.edu
Aditya ParameswaranAssociate Professor, UC BerkeleyVerified email at berkeley.edu

Will Epperson

Carnegie Mellon University

Verified email at cmu.edu - Homepage

Human Computer Interaction Machine Learning Visualization


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FairVis: Visual analytics for discovering intersectional bias in machine learning ÁA Cabrera, W Epperson, F Hohman, M Kahng, J Morgenstern, DH Chau 2019 IEEE Conference on Visual Analytics Science and Technology (VAST), 46-56, 2019	251	2019
RECAST: Enabling user recourse and interpretability of toxicity detection models with interactive visualization AP Wright, O Shaikh, H Park, W Epperson, M Ahmed, S Pinel, DH Chau, ... Proceedings of the ACM on human-computer interaction 5 (CSCW1), 1-26, 2021	36	2021
Diff in the loop: Supporting data comparison in exploratory data analysis AY Wang, W Epperson, RA DeLine, SM Drucker Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022	35	2022
Dead or alive: Continuous data profiling for interactive data science W Epperson, V Gorantla, D Moritz, A Perer IEEE Transactions on Visualization and Computer Graphics 30 (1), 197-207, 2023	26	2023
Leveraging analysis history for improved in situ visualization recommendation W Epperson, D Jung‐Lin Lee, L Wang, K Agarwal, AG Parameswaran, ... Computer Graphics Forum 41 (3), 145-155, 2022	19	2022
Strategies for reuse and sharing among data scientists in software teams W Epperson, AY Wang, R DeLine, SM Drucker Proceedings of the 44th international conference on software engineering …, 2022	18	2022
Recast: Interactive auditing of automatic toxicity detection models AP Wright, O Shaikh, H Park, W Epperson, M Ahmed, S Pinel, D Yang, ... Proceedings of the Eighth International Workshop of Chinese CHI, 80-82, 2020	5	2020
A declarative specification for authoring metrics dashboards W Epperson, K Wongsuphasawat, A Whilden, F Du, J Talbot 2023 IEEE Visualization in Data Science (VDS), 6-10, 2023	4	2023
Interactive Debugging and Steering of Multi-Agent AI Systems W Epperson, G Bansal, V Dibia, A Fourney, J Gerrits, E Zhu, S Amershi arXiv preprint arXiv:2503.02068, 2025		2025
Guided Statistical Workflows with Interactive Explanations and Assumption Checking Y Zhang, A Perer, W Epperson 2024 IEEE Visualization and Visual Analytics (VIS), 26-30, 2024		2024
VDS 2023 W Epperson, K Wongsuphasawat, R Sevastjanova, S Vogelbacher, ...

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