구성원

PEOPLE & LIFE

황의종

Whang, Euijong
황의종교수.jpg

연구디비젼

Computer

, Communication

division

주요 연구분야

Big Data

주요 연구

Big Data, AI, Responsible AI, Data-Centric AI, Data Science

소속연구실

데이터 지능 연구실

위치

IT융합빌딩 (N1)

516

연락처

7443

이메일

웹사이트

학위
Ph.D Stanford University (2012)
대표업적

K. Tae, S. E. Whang, “Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair
Machine Learning Models,” In Proc. 2021 ACM SIGMOD Int’l Conf. on Management of Data
(SIGMOD), June 2021. (Corresponding author)
Y. Roh, K. Lee, S. E. Whang, C. Suh, “FR-Train: A Mutual Information-based Approach to Fair and
Robust Training,” In Proc. 37th Int’l Conf. on Machine Learning (ICML), July 2020. (Corresponding author)
Y. Roh, G. Heo, S. E. Whang, “A Survey on Data Collection for Machine Learning: a Big Data – AI
Integration Perspective,” IEEE Transactions on Knowledge and Data Engineering (TKDE), April 2021. (Corresponding author)