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Geon Heo
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A survey on data collection for machine learning: a big data-ai integration perspective
Y Roh, G Heo, SE Whang
IEEE Transactions on Knowledge and Data Engineering 33 (4), 1328-1347, 2019
10022019
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images
G Heo, Y Roh, S Hwang, D Lee, SE Whang
Proceedings of the VLDB Endowment 14 (1), 28-36, 2020
132020
Responsible AI Challenges in End-to-end Machine Learning
S Euijong Whang, KH Tae, Y Roh, G Heo
arXiv e-prints, arXiv: 2101.05967, 2021
8*2021
Redactor: a data-centric and individualized defense against inference attacks
G Heo, SE Whang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14874 …, 2023
12023
Personalized DP-SGD using Sampling Mechanisms
G Heo, J Seo, SE Whang
arXiv preprint arXiv:2305.15165, 2023
12023
Redactor: Targeted Disinformation Generation using Probabilistic Decision Boundaries.
G Heo, SE Whang
CoRR, 2022
2022
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학술자료 1–6