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A Survey on Data Collection for Machine Learning: a Big Data - AI Integration Perspective Roh, Yuji; Heo, Geon; Whang, Steven Euijong, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.33, no.4, pp.1328 - 1347, 2021-04 |
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective Whang, Steven Euijong; Roh, Yuji; Song, Hwanjun; Lee, Jae-Gil, VLDB JOURNAL, v.32, no.4, pp.791 - 813, 2023-07 |
Responsible AI Challenges in End-to-end Machine Learning Whang, Steven Euijong; Tae, Ki Hyun; Roh, Yuji; Heo, Geon, The Bulletin of the Technical Committee on Data Engineering, v.44, no.1, pp.79 - 91, 2021-03 |
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