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Showing results 1 to 4 of 4

1
Data cleaning for accurate, fair, and robust models: A big data - AI integration approach

Tae, Ki Hyun; Roh, Yuji; Oh, Young Hun; Kim, Hyunsu; Whang, Steven Euijong, 3rd Workshop on Data Management for End-To-End Machine Learning, DEEM 2019 - In conjunction with the 2019 ACM SIGMOD/PODS Conference, pp.5:1 - 5:4, Association for Computing Machinery, 2019-06-30

2
iFlipper: Label Flipping for Individual Fairness

Zhang, Hantian; Tae, Ki Hyun; Park, Jaeyoung; Chu, Xu; Whang, Steven Euijong, 2023 ACM SIGMOD International Conference on Management of Data, ACM, 2023-06-19

3
Slice Finder: Automated Data Slicing for Model Validation

Chung, Yeounoh; Kraska, Tim; Polyzotis, Neoklis; Tae, Ki Hyun; Whang, Steven Euijong, 35th IEEE International Conference on Data Engineering, ICDE 2019, pp.1550 - 1553, IEEE Computer Society, 2019-04

4
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models

Tae, Ki Hyun; Whang, Steven Euijong, 2021 International Conference on Management of Data, SIGMOD 2021, Association for Computing Machinery, 2021-06-21

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