Ki Hyun Tae

12 papers A* 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Falcon: Fair Active Learning using Multi-armed Bandits.
CoRR
Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang
2024 J jnl
Falcon: Fair Active Learning using Multi-armed Bandits.
Proc. VLDB Endow.
Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang
2023 J jnl
iFlipper: Label Flipping for Individual Fairness.
Proc. ACM Manag. Data
Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang
2022 J jnl
iFlipper: Label Flipping for Individual Fairness.
CoRR
Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang
2021 J jnl
Responsible AI Challenges in End-to-end Machine Learning.
CoRR
Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo
2021 J jnl
Responsible AI Challenges in End-to-end Machine Learning.
IEEE Data Eng. Bull.
Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo
2021 — conf
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models.
SIGMOD Conference
Ki Hyun Tae, Steven Euijong Whang
2020 J jnl
Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach.
IEEE Trans. Knowl. Data Eng.
Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang
2020 J jnl
Slice Tuner: A Selective Data Collection Framework for Accurate and Fair Machine Learning Models.
CoRR
Ki Hyun Tae, Steven Euijong Whang
2019 — conf
Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach.
DEEM@SIGMOD
Ki Hyun Tae, Yuji Roh, Young Hun Oh, Hyunsu Kim, Steven Euijong Whang
2019 J jnl
Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach.
CoRR
Ki Hyun Tae, Yuji Roh, Young Hun Oh, Hyunsu Kim, Steven Euijong Whang
2019 A* conf
Slice Finder: Automated Data Slicing for Model Validation.
ICDE
Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang