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Jun Yuan
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ViCE: visual counterfactual explanations for machine learning models
O Gomez, S Holter, J Yuan, E Bertini
Proceedings of the 25th International Conference on Intelligent User …, 2020
452020
Mind the Pad--CNNs can Develop Blind Spots
B Alsallakh, N Kokhlikyan, V Miglani, J Yuan, O Reblitz-Richardson
arXiv preprint arXiv:2010.02178, 2020
332020
An Exploration And Validation of Visual Factors in Understanding Classification Rule Sets
J Yuan, O Nov, E Bertini
2021 IEEE Visualization Conference (VIS), 6-10, 2021
42021
SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level
GYY Chan, J Yuan, K Overton, B Barr, K Rees, LG Nonato, E Bertini, ...
arXiv preprint arXiv:2007.10609, 2020
42020
mTSeer: Interactive Visual Exploration of Models on Multivariate Time-series Forecast
K Xu, J Yuan, Y Wang, C Silva, E Bertini
Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems …, 2021
32021
Convolution Can Incur Foveation Effects
J Yuan, B Alsallakh, N Kokhlikyan, V Miglani, O Reblitz-Richardson
Beyond static papers: Rethinking how we share scientific understanding in ML …, 2021
22021
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models
J Yuan, J Vig, N Rajani
27th International Conference on Intelligent User Interfaces, 878-888, 2022
2022
Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule Sets
J Yuan, B Barr, K Overton, E Bertini
arXiv preprint arXiv:2201.07724, 2022
2022
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation
O Gomez, S Holter, J Yuan, E Bertini
2021 IEEE Visualization Conference (VIS), 31-35, 2021
2021
Visualizing Rule Sets: Exploration and Validation of a Design Space
J Yuan, O Nov, E Bertini
arXiv preprint arXiv:2103.01022, 2021
2021
SUBPLEX: Towards a Better Understanding of Black Box Model Explanations at the Subpopulation Level
G Yeuk-Yin Chan, J Yuan, K Overton, B Barr, K Rees, LG Nonato, ...
arXiv e-prints, arXiv: 2007.10609, 2020
2020
Journal: Proceedings of the 25th International Conference on Intelligent User Interfaces, 2020
O Gomez, S Holter, J Yuan, E Bertini
VIS-Short 2021
J Yuan, O Nov, E Bertini, J Heer
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