Следене
Steven Euijong Whang
Steven Euijong Whang
Associate Professor with Tenure at KAIST EE and AI
Потвърден имейл адрес: kaist.ac.kr - Начална страница
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Позовавания
Позовавания
Година
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
10822019
Swoosh: a generic approach to entity resolution
O Benjelloun, H Garcia-Molina, D Menestrina, Q Su, SE Whang, J Widom
The VLDB Journal 18, 255-276, 2009
7052009
Tfx: A tensorflow-based production-scale machine learning platform
D Baylor, E Breck, HT Cheng, N Fiedel, CY Foo, Z Haque, S Haykal, ...
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
4742017
Data validation for machine learning
N Polyzotis, M Zinkevich, S Roy, E Breck, S Whang
Proceedings of machine learning and systems 1, 334-347, 2019
3852019
Entity resolution with iterative blocking
SE Whang, D Menestrina, G Koutrika, M Theobald, H Garcia-Molina
Proceedings of the 2009 ACM SIGMOD International Conference on Management of …, 2009
3252009
Data collection and quality challenges in deep learning: A data-centric ai perspective
SE Whang, Y Roh, H Song, JG Lee
The VLDB Journal 32 (4), 791-813, 2023
2872023
Data management challenges in production machine learning
N Polyzotis, S Roy, SE Whang, M Zinkevich
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
2482017
Goods: Organizing google's datasets
A Halevy, F Korn, NF Noy, C Olston, N Polyzotis, S Roy, SE Whang
Proceedings of the 2016 International Conference on Management of Data, 795-806, 2016
2482016
Data lifecycle challenges in production machine learning: a survey
N Polyzotis, S Roy, SE Whang, M Zinkevich
ACM SIGMOD Record 47 (2), 17-28, 2018
2372018
Pay-as-you-go entity resolution
SE Whang, D Marmaros, H Garcia-Molina
IEEE Transactions on Knowledge and Data Engineering 25 (5), 1111-1124, 2012
2352012
Question selection for crowd entity resolution
SE Whang, P Lofgren, H Garcia-Molina
Proceedings of the VLDB Endowment 6 (6), 349-360, 2013
2212013
Fairbatch: Batch selection for model fairness
Y Roh, K Lee, SE Whang, C Suh
arXiv preprint arXiv:2012.01696, 2020
1392020
Slice finder: Automated data slicing for model validation
Y Chung, T Kraska, N Polyzotis, KH Tae, SE Whang
2019 IEEE 35th International Conference on Data Engineering (ICDE), 1550-1553, 2019
134*2019
Renoun: Fact extraction for nominal attributes
M Yahya, S Whang, R Gupta, A Halevy
Proceedings of the 2014 conference on empirical methods in natural language …, 2014
1332014
Data collection and quality challenges for deep learning
SE Whang, JG Lee
Proceedings of the VLDB Endowment 13 (12), 3429-3432, 2020
1242020
Entity resolution with evolving rules
SE Whang, H Garcia-Molina
Stanford InfoLab, 2010
1182010
Indexing boolean expressions
S Whang, C Brower, J Shanmugasundaram, S Vassilvitskii, E Vee, ...
Stanford InfoLab, 2009
1162009
Evaluating entity resolution results
D Menestrina, SE Whang, H Garcia-Molina
Proceedings of the VLDB Endowment 3 (1-2), 208-219, 2010
1092010
Biperpedia: An ontology for search applications
R Gupta, A Halevy, X Wang, SE Whang, F Wu
Proceedings of the VLDB Endowment 7 (7), 505-516, 2014
972014
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, 8147-8157, 2020
952020
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