Следене
Steven Euijong Whang
Steven Euijong Whang
Tenured Associate Professor 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
9552019
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
7022009
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
4502017
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
3452019
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
3232009
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
2342012
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
2322016
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
2312017
Question selection for crowd entity resolution
SE Whang, P Lofgren, H Garcia-Molina
Proceedings of the VLDB Endowment 6 (6), 349-360, 2013
2192013
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
2082018
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
1822023
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
1342014
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
120*2019
Fairbatch: Batch selection for model fairness
Y Roh, K Lee, SE Whang, C Suh
arXiv preprint arXiv:2012.01696, 2020
1182020
Entity resolution with evolving rules
SE Whang, H Garcia-Molina
Proceedings of the VLDB Endowment 3 (1-2), 1326-1337, 2010
1182010
Indexing boolean expressions
SE Whang, H Garcia-Molina, C Brower, J Shanmugasundaram, ...
Proceedings of the VLDB Endowment 2 (1), 37-48, 2009
1152009
Evaluating entity resolution results
D Menestrina, SE Whang, H Garcia-Molina
Proceedings of the VLDB Endowment 3 (1-2), 208-219, 2010
1112010
Data collection and quality challenges for deep learning
SE Whang, JG Lee
Proceedings of the VLDB Endowment 13 (12), 3429-3432, 2020
1042020
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
952014
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
852020
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