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Yongjoo Park
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Brainwash: A Data System for Feature Engineering
MR Anderson, D Antenucci, V Bittorf, M Burgess, MJ Cafarella, A Kumar, ...
CIDR: Biennial Conference on Innovative Data Systems Research, 2013
1432013
Visualization-aware sampling for very large databases
Y Park, M Cafarella, B Mozafari
ICDE: IEEE 32nd International Conference on Data Engineering, 755-766, 2016
1162016
VerdictDB: Universalizing Approximate Query Processing
Y Park, B Mozafari, J Sorenson, J Wang
SIGMOD: ACM International Conference on Management of Data, 1461-1476, 2018
962018
Database Learning: Toward a Database that Becomes Smarter Every Time
Y Park, AS Tajik, M Cafarella, B Mozafari
SIGMOD: ACM International Conference on Management of Data, 587-602, 2017
752017
QuickSel: Quick Selectivity Learning with Mixture Models
Y Park, S Zhong, B Mozafari
SIGMOD: ACM International Conference on Management of Data, 2020
582020
Neighbor-sensitive Hashing
Y Park, M Cafarella, B Mozafari
PVLDB: Proceedings of the VLDB Endowment 9 (3), 144-155, 2015
372015
BlinkML: Efficient Maximum Likelihood Estimation with Probabilistic Guarantees
Y Park, J Qing, X Shen, B Mozafari
SIGMOD: ACM International Conference on Management of Data, 2019
20*2019
Saqe: practical privacy-preserving approximate query processing for data federations
J Bater, Y Park, X He, X Wang, J Rogers
Proceedings of the VLDB Endowment 13 (12), 2691-2705, 2020
182020
Demonstration of VerdictDB, the platform-independent AQP system
W He, Y Park, I Hanafi, J Yatvitskiy, B Mozafari
SIGMOD: ACM International Conference on Management of Data, 1665-1668, 2018
62018
Active Database Learning
Y Park
CIDR: Biennial Conference on Innovative Data Systems Research, 2017
32017
Airphant: Cloud-oriented Document Indexing
S Chockchowwat, C Sood, Y Park
2022 IEEE 38th International Conference on Data Engineering (ICDE), 1368-1381, 2022
2022
Fast Data Analytics by Learning
Y Park
2017
Database Learning
Y Park, AS Tajik, M Cafarella, B Mozafari
Funder NSF
Y Park, B Mozafari, J Sorenson, J Wang
The First ACAIA Workshop: Approximate Computing for Affordable and Interactive Analytics
Y Park, S Kandula, S Chaudhury, B Mozafari
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Articles 1–15