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2020 – today
- 2024
[j4]Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong
, Steven Euijong Whang:
Falcon: Fair Active Learning using Multi-armed Bandits. Proc. VLDB Endow. 17(5): 952-965 (2024)- [i5]Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang:
Falcon: Fair Active Learning using Multi-armed Bandits. CoRR abs/2401.12722 (2024) - 2023
- [j3]Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang:
iFlipper: Label Flipping for Individual Fairness. Proc. ACM Manag. Data 1(1): 8:1-8:26 (2023) - 2022
- [i4]Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang:
iFlipper: Label Flipping for Individual Fairness. CoRR abs/2209.07047 (2022) - 2021
- [j2]Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo:
Responsible AI Challenges in End-to-end Machine Learning. IEEE Data Eng. Bull. 44(1): 79-91 (2021) - [c3]Ki Hyun Tae, Steven Euijong Whang:
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models. SIGMOD Conference 2021: 1771-1783 - [i3]Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo:
Responsible AI Challenges in End-to-end Machine Learning. CoRR abs/2101.05967 (2021) - 2020
- [j1]Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang:
Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach. IEEE Trans. Knowl. Data Eng. 32(12): 2284-2296 (2020) - [i2]Ki Hyun Tae, Steven Euijong Whang:
Slice Tuner: A Selective Data Collection Framework for Accurate and Fair Machine Learning Models. CoRR abs/2003.04549 (2020)
2010 – 2019
- 2019
- [c2]Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang:
Slice Finder: Automated Data Slicing for Model Validation. ICDE 2019: 1550-1553 - [c1]Ki Hyun Tae, Yuji Roh, Young Hun Oh, Hyunsu Kim, Steven Euijong Whang:
Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach. DEEM@SIGMOD 2019: 5:1-5:4 - [i1]Ki Hyun Tae, Yuji Roh, Young Hun Oh, Hyunsu Kim, Steven Euijong Whang:
Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach. CoRR abs/1904.10761 (2019)
Coauthor Index
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