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Yuji Roh
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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
5192019
Fr-train: A mutual information-based approach to fair and robust training
Y Roh, K Lee, S Whang, C Suh
International Conference on Machine Learning (ICML), 8147-8157, 2020
442020
Data cleaning for accurate, fair, and robust models: A big data-AI integration approach
KH Tae, Y Roh, YH Oh, H Kim, SE Whang
Proceedings of the 3rd International Workshop on Data Management for End-to …, 2019
402019
Fairbatch: Batch selection for model fairness
Y Roh, K Lee, SE Whang, C Suh
International Conference on Learning Representations (ICLR), 2021
382021
Sample Selection for Fair and Robust Training
Y Roh, K Lee, SE Whang, C Suh
Neural Information Processing Systems (NeurIPS), 2021
172021
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
SE Whang, Y Roh, H Song, JG Lee
arXiv preprint arXiv:2112.06409, 2021
152021
Machine learning robustness, fairness, and their convergence
JG Lee, Y Roh, H Song, SE Whang
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
72021
Inspector gadget: A data programming-based labeling system for industrial images
G Heo, Y Roh, S Hwang, D Lee, SE Whang
arXiv preprint arXiv:2004.03264, 2020
52020
Comparison of slowness profiles of Lamb wave with elastic moduli and crystal structure in single crystalline silicon wafers
Y Min, G Yun, KM Kim, Y Roh, YH Kim
Journal of the Korean Society for Nondestructive Testing 36 (1), 1-8, 2016
52016
Comparison of slowness curves of Lamb wave with elastic moduli and crystal structure in silicon wafers
G Yun, KM Kim, Y Roh, Y Min, JK Lee, YH Kim
2013 IEEE International Ultrasonics Symposium (IUS), 1598-1601, 2013
32013
Responsible AI Challenges in End-to-end Machine Learning
SE Whang, KH Tae, Y Roh, G Heo
arXiv preprint arXiv:2101.05967, 2021
22021
Data Cleaning for Accurate, Fair, and Robust Models
KH Tae, Y Roh, YH Oh, H Kim, SE Whang
Proceedings of the 3rd International Workshop on Data Management for End-to …, 0
1
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective
S Euijong Whang, Y Roh, H Song, JG Lee
arXiv e-prints, arXiv: 2112.06409, 2021
2021
FR-GAN: Fair and Robust Training
Y Roh, K Lee, GJ Hwang, SE Whang, C Suh
2019
Dependence of sound characteristics on the bowing position in a violin
YJ Roh, YH Kim
Journal of the Korean Physical Society 65 (11), 1853-1857, 2014
2014
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Articles 1–15