Publications
2019
2018
- Y. Chung, S. Servan-Schreiber, E. Zgraggen, and T. Kraska, “Towards Quantifying Uncertainty in Data Analysis & Exploration,” IEEE Data Eng. Bull., vol. 41, no. 3, pp. 15–27, 2018.
- Y. Chung, N.-R. Kim, and C. Y. Park, “Improved Neighborhood Search for Collaborative Filtering,” Int. J. Fuzzy Logic and Intelligent Systems, vol. 18, no. 1, pp. 29–40, 2018.
- Y. Chung, M. L. Mortensen, C. Binnig, and T. Kraska, “Estimating the Impact of Unknown Unknowns on Aggregate Query Results,” ACM Trans. Database Syst., vol. 43, no. 1, pp. 3:1–3:37, 2018.
- C. Binnig et al., “Towards Interactive Curation & Automatic Tuning of ML Pipelines,” in DEEM@SIGMOD, 2018, pp. 1:1–1:4.
- Y. Chung, T. Kraska, N. Polyzotis, and S. E. Whang, “Slice Finder: Automated Data Slicing for Model Validation,” CoRR, vol. abs/1807.06068, 2018.
- Y. Chung, P. J. Haas, E. Upfal, and T. Kraska, “Unknown Examples & Machine Learning Model Generalization,” CoRR, vol. abs/1808.08294, 2018.
2017
- Y. Chung, S. Krishnan, and T. Kraska, “A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets,” PVLDB, vol. 10, no. 10, pp. 1094–1105, 2017.
2016
- Y. Chung, M. L. Mortensen, C. Binnig, and T. Kraska, “Estimating the Impact of Unknown Unknowns on Aggregate Query Results,” in SIGMOD Conference, 2016, pp. 861–876.
- Y. Chung, S. Krishnan, and T. Kraska, “A Data Quality Metric (DQM): How to Estimate The Number of Undetected Errors in Data Sets,” CoRR, vol. abs/1611.04878, 2016.
2015
- Y. Chung, M. L. Mortensen, C. Binnig, and T. Kraska, “Estimating the Impact of Unknown Unknowns on Aggregate Query Results,” CoRR, vol. abs/1507.05591, 2015.
- Y. Chung et al., “A Behavior Analysis-Based Game Bot Detection Approach Considering Various Play Styles,” CoRR, vol. abs/1509.02458, 2015.
- Y. Chung and E. Zamanian, “Using RDMA for Lock Management,” CoRR, vol. abs/1507.03274, 2015.
2014
2013
- Y. Chung, H.-W. Jung, J. Kim, and J.-H. Lee, “Personalized Expert-Based Recommender System: Training C-SVM for Personalized Expert Identification,” in MLDM, 2013, vol. 7988, pp. 434–441.
The Bibliography