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Steven Euijong Whang · Study
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Author
Steven Euijong Whang
19 works
· latest 2023
· 3 institutions
cluster: provisional
ORCID 0000-0001-6419-931X
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19
Citations
3,768
Works here
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Most cited in this library
A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective
2019 · 977 citations
Data collection and quality challenges in deep learning: a data-centric AI perspective
2023 · 570 citations
Swoosh: a generic approach to entity resolution
2008 · 493 citations
Entity resolution with iterative blocking
2009 · 214 citations
Data Management Challenges in Production Machine Learning
2017 · 214 citations
Works
19 shown
Data collection and quality challenges in deep learning: a data-centric AI perspective
The VLDB Journal
·
2023
·
4 authors
·
Open access
570
citations
Sample Selection for Fair and Robust Training
arXiv (Cornell University)
·
2021
·
4 authors
·
preprint
·
Open access
25
citations
Machine Learning Robustness, Fairness, and their Convergence
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2021
·
4 authors
·
other
18
citations
FairBatch: Batch Selection for Model Fairness
arXiv (Cornell University)
·
2020
·
4 authors
·
preprint
·
Open access
56
citations
Data collection and quality challenges for deep learning
Proceedings of the VLDB Endowment
·
2020
·
2 authors
155
citations
A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective
IEEE Transactions on Knowledge and Data Engineering
·
2019
·
3 authors
·
Open access
977
citations
Data Cleaning for Accurate, Fair, and Robust Models
·
2019
·
5 authors
·
other
62
citations
Data Lifecycle Challenges in Production Machine Learning
ACM SIGMOD Record
·
2018
·
4 authors
213
citations
Data Management Challenges in Production Machine Learning
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2017
·
4 authors
·
other
·
Open access
214
citations
Goods
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2016
·
7 authors
·
other
·
Open access
171
citations
Incremental entity resolution on rules and data
The VLDB Journal
·
2013
·
2 authors
43
citations
Question selection for crowd entity resolution
Proceedings of the VLDB Endowment
·
2013
·
3 authors
145
citations
Joint Entity Resolution
Proceedings - International Conference on Data Engineering
·
2012
·
2 authors
·
other
42
citations
Pay-As-You-Go Entity Resolution
IEEE Transactions on Knowledge and Data Engineering
·
2012
·
3 authors
166
citations
Entity resolution with evolving rules
Proceedings of the VLDB Endowment
·
2010
·
2 authors
78
citations
Evaluating entity resolution results
Proceedings of the VLDB Endowment
·
2010
·
3 authors
73
citations
Entity resolution with iterative blocking
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
2009
·
5 authors
·
other
214
citations
Generic entity resolution with negative rules
The VLDB Journal
·
2009
·
3 authors
53
citations
Swoosh: a generic approach to entity resolution
The VLDB Journal
·
2008
·
6 authors
493
citations