Steven Euijong Whang
Korea Advanced Institute of Science and Technology(KR)
Publications by Year
Research Areas
Data Quality and Management, Privacy-Preserving Technologies in Data, Machine Learning and Data Classification, Explainable Artificial Intelligence (XAI), Adversarial Robustness in Machine Learning
Most-Cited Works
- → A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective(2019)855 cited
- → Swoosh: a generic approach to entity resolution(2008)482 cited
- → TFX(2017)312 cited
- → Entity resolution with iterative blocking(2009)216 cited
- → Data Management Challenges in Production Machine Learning(2017)200 cited
- → Data Lifecycle Challenges in Production Machine Learning(2018)190 cited
- → Goods(2016)172 cited
- → Pay-As-You-Go Entity Resolution(2012)162 cited
- → Question selection for crowd entity resolution(2013)151 cited
- → A Survey on Data Collection for Machine Learning: a Big Data -- AI Integration Perspective(2018)150 cited