| Slice finder: Automated data slicing for model validation Y Chung, T Kraska, N Polyzotis, KH Tae, SE Whang 2019 IEEE 35th International Conference on Data Engineering (ICDE), 1550-1553, 2019 | 105 | 2019 |
| Data cleaning for accurate, fair, and robust models: A big data-AI integration approach KH Tae, Y Roh, YH Oh, H Kim, SE Whang Proceedings of the 3rd international workshop on data management for end-to …, 2019 | 71 | 2019 |
| Automated data slicing for model validation: A big data-ai integration approach Y Chung, T Kraska, N Polyzotis, KH Tae, SE Whang IEEE Transactions on Knowledge and Data Engineering 32 (12), 2284-2296, 2019 | 61 | 2019 |
| Slice tuner: A selective data acquisition framework for accurate and fair machine learning models KH Tae, SE Whang Proceedings of the 2021 International Conference on Management of Data, 1771 …, 2021 | 40 | 2021 |
| Responsible AI challenges in end-to-end machine learning SE Whang, KH Tae, Y Roh, G Heo arXiv preprint arXiv:2101.05967, 2021 | 8* | 2021 |
| iFlipper: Label Flipping for Individual Fairness H Zhang, KH Tae, J Park, X Chu, SE Whang Proceedings of the ACM on Management of Data 1 (1), 1-26, 2023 | 2 | 2023 |
| Falcon: Fair Active Learning using Multi-armed Bandits KH Tae, H Zhang, J Park, K Rong, SE Whang arXiv preprint arXiv:2401.12722, 2024 | | 2024 |
Steven Euijong WhangTenured Associate Professor at KAIST EE and AIVerified email at kaist.ac.kr
Steven Euijong WhangTenured Associate Professor at KAIST EE and AIVerified email at kaist.ac.kr