| 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 | 111 | 2020 |
| 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 | 95 | 2020 |
| SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations At the Subpopulation Level J Yuan, GYY Chan, B Barr, K Overton, K Rees, LG Nonato, E Bertini, ... IEEE Computer Graphics and Applications, 2022 | 23* | 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 | 22 | 2021 |
| 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 | 21 | 2021 |
| 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 | 15 | 2021 |
| 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 | 12 | 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 | 11 | 2022 |
| Context sight: model understanding and debugging via interpretable context J Yuan, E Bertini Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-7, 2022 | 6 | 2022 |
| 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 | 2 | 2021 |
| Visualizing Rule Sets: Exploration and Validation of a Design Space J Yuan, O Nov, E Bertini arXiv preprint arXiv:2103.01022, 2021 | 1 | 2021 |
| The Generation and Visualization of Interpretable Rule Sets for Model Understanding J Yuan New York University Tandon School of Engineering, 2023 | | 2023 |
| 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 | | |
Enrico BertiniNortheastern UniversityVerified email at northeastern.edu
