Ki Hyun Tae

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Multi Armed Bandits

Machine Learning Models

Top Venues

Proc. VLDB Endow.

Proc. ACM Manag. Data

Publications

Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin Rong, Steven Euijong Whang
Falcon: Fair Active Learning using Multi-armed Bandits. CoRR (2024)
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) (2024)
Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang
iFlipper: Label Flipping for Individual Fairness. Proc. ACM Manag. Data 1 (1) (2023)
Hantian Zhang, Ki Hyun Tae, Jaeyoung Park, Xu Chu, Steven Euijong Whang
iFlipper: Label Flipping for Individual Fairness. CoRR (2022)
Steven Euijong Whang, Ki Hyun Tae, Yuji Roh, Geon Heo
Responsible AI Challenges in End-to-end Machine Learning. CoRR (2021)
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) (2021)
Ki Hyun Tae, Steven Euijong Whang
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models. SIGMOD Conference (2021)
Ki Hyun Tae, Steven Euijong Whang
Slice Tuner: A Selective Data Collection Framework for Accurate and Fair Machine Learning Models. CoRR (2020)
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) (2020)
Yeounoh Chung, Tim Kraska, Neoklis Polyzotis, Ki Hyun Tae, Steven Euijong Whang
Slice Finder: Automated Data Slicing for Model Validation. ICDE (2019)
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)
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 (2019)