Browse "School of Electrical Engineering(전기및전자공학부)" by Author Whang, Steven Euijong
Showing results 31 to 56 of 56
| Joint entity resolution Whang, Steven Euijong; Garcia-Molina, Hector, IEEE 28th International Conference on Data Engineering, ICDE 2012, pp.294 - 305, IEEE Computer Society, 2012-04 |
| Joint entity resolution on multiple datasets Whang, Steven Euijong; Garcia-Molina, Hector, VLDB JOURNAL, v.22, no.6, pp.773 - 795, 2013-12 |
| LONLIES: Estimating property values for long tail entities Farid, Mina; IIyas, Ihab F.; Whang, Steven Euijong; Yu, Cong, 39th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2016, pp.1125 - 1128, ACM Special Interest Group on Information Retrieval (SIGIR), 2016-07 |
| Machine Learning Robustness, Fairness, and their Convergence Lee, Jae-Gil; Roh, Yuji; Song, Hwanjun; Whang, Steven Euijong, 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2021, pp.4046 - 4047, Association for Computing Machinery, 2021-08-14 |
| Managing Google’s data lake: an overview of the Goods system Halevy, Alon; Korn, Flip; Noy, Natalya F.; Olston, Christopher; Polyzotis, Neoklis; Roy, Sudip; Whang, Steven Euijong, IEEE Data Engineering Bulletin, v.39, no.3, pp.5 - 14, 2016-09 |
| Managing information leakage Whang, Steven Euijong; Molina, Hector Garcia, 5th Biennial Conference on Innovative Data Systems Research, CIDR 2011, pp.79 - 84, CIDR Conference, 2011-01 |
| Open-world COVID-19 Data Visualization Hwang, Hyunseung; Whang, Steven Euijong, 6th International Workshop on Data Management and Analytics for Medicine and Healthcare, VLDB Endowment, 2020-09-04 |
| Open-World COVID-19 Data Visualization [Extended Abstract] Hwang, Hyunseung; Whang, Steven Euijong, VLDB workshops: International Workshop on Polystore Systems for Heterogeneous Data in Multiple Databases with Privacy and Security Assurances, Poly 2020, and 6th International Workshop on Data Management and Analytics for Medicine and Healthcare, DMAH 2020, pp.81 - 84, Springer Science and Business Media Deutschland GmbH, 2021-09 |
| Pay-As-You-Go Entity Resolution Whang, Steven Euijong; Marmaros, David; Garcia-Molina, Hector, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.25, no.5, pp.1111 - 1124, 2013-05 |
| Question selection for crowd entity resolution Whang, Steven Euijong; Lofgren, Peter; Garcia-Molina, Hector, 39th International Conference on Very Large Data Bases, VLDB 2013, pp.349 - 360, The VLDB Endowment, 2013-08 |
| Redactor: A Data-centric and Individualized Defense Against Inference Attacks Heo, Geon; Whang, Steven Euijong, The 37th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2023-02-08 |
| ReNoun: Fact extraction for nominal attributes Yahya, Mohamed; Whang, Steven Euijong; Gupta, Rahul; Halevy, Alon, 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, pp.325 - 335, Association for Computational Linguistics, SIGDAT, 2014-10 |
| Responsible AI Challenges in End-to-end Machine Learning Whang, Steven Euijong; Tae, Ki Hyun; Roh, Yuji; Heo, Geon, The Bulletin of the Technical Committee on Data Engineering, v.44, no.1, pp.79 - 91, 2021-03 |
| Sample Selection for Fair and Robust Training Roh, Yuji; Whang, Steven Euijong; Lee, Kangwook; Suh, Changho, 35th Conference on Neural Information Processing Systems (NeurIPS 2021), NeurIPS, 2021-12-09 |
| Slice Finder: Automated Data Slicing for Model Validation Chung, Yeounoh; Kraska, Tim; Polyzotis, Neoklis; Tae, Ki Hyun; Whang, Steven Euijong, 35th IEEE International Conference on Data Engineering, ICDE 2019, pp.1550 - 1553, IEEE Computer Society, 2019-04 |
| Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models Tae, Ki Hyun; Whang, Steven Euijong, 2021 International Conference on Management of Data, SIGMOD 2021, Association for Computing Machinery, 2021-06-21 |
| Swoosh: a generic approach to entity resolution Benjelloun, Omar; Garcia-Molina, Hector; Menestrina, David; Su, Qi; Whang, Steven Euijong; Widom, Jennifer, VLDB JOURNAL, v.18, no.1, pp.255 - 276, 2009-01 |
| TFX: A TensorFlow-based production-scale machine learning platform Baylor, Denis; Breck, Eric; Cheng, Heng-Tze; Fiedel, Noah; Foo, Chuan Yu; Haque, Zakaria; Haykal, Salem; et al, 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2017, pp.1387 - 1395, ACM Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), 2017-08 |
| The World is Changing: Improving Fair Training under Correlation Shifts Roh, Yuji; Suh, Changho; Lee, Kangwook; Whang, Steven Euijong, International Conference on Learning Representations, ICLR 2023, International Conference on Learning Representation, 2023-05-02 |
| XClusters: Explainability-first Clustering Hwang, Hyunseung; Whang, Steven Euijong, The 37th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, 2023-02-08 |
| 개인 정보를 보호하는 공정한 이미지 데이터 생성 기법 = Fair and private image data generationlink 김소연; 황의종; et al, 한국과학기술원, 2023 |
| 기계 학습을 위한 특징 및 데이터셋 선택 통합 프레임워크 = (An) integrated framework of feature and dataset selection for machine learninglink 이병규; 황의종; et al, 한국과학기술원, 2021 |
| 머신 러닝을 위한 데이터 변화 감지 및 보정 통합 시스템 = (A) fully-integrated data drift detection and stitching system for machine learninglink 이다윤; 황의종; et al, 한국과학기술원, 2021 |
| 머신러닝에서의 데이터 드리프트 문제 해결을 위한 데이터 보정 및 선택 자동화 기법 = Automatic data calibration and selection techniques for addressing drifting data in machine learninglink 김민수; 황의종; et al, 한국과학기술원, 2022 |
| 빅데이터와 인공지능 통합 관점에서 본 크라우드 소싱과 데이터 프로그래밍을 이용한 대규모 이미지 데이터 레이블링 = Massive image labeling using crowdsourcing and data programming : a big data AI integration perspectivelink 허건; 황의종; et al, 한국과학기술원, 2020 |
| 회귀 분석을 위한 데이터 혼합 증대 기법 = Data mixing augmentation techniques for regressionlink 황성현; 황의종; et al, 한국과학기술원, 2021 |
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