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Enabling SQL-based Training Data Debugging for Federated Learning


Aug 26, 2021
Yejia Liu , Weiyuan Wu , Lampros Flokas , Jiannan Wang , Eugene Wu


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Explaining Inference Queries with Bayesian Optimization


Feb 10, 2021
Brandon Lockhart , Jinglin Peng , Weiyuan Wu , Jiannan Wang , Eugene Wu


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Are We Ready For Learned Cardinality Estimation?


Dec 15, 2020
Xiaoying Wang , Changbo Qu , Weiyuan Wu , Jiannan Wang , Qingqing Zhou


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Complaint-driven Training Data Debugging for Query 2.0


Apr 12, 2020
Weiyuan Wu , Lampros Flokas , Eugene Wu , Jiannan Wang

* Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data 

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Encoding CT Anatomy Knowledge for Unpaired Chest X-ray Image Decomposition


Sep 16, 2019
Zeju Li , Han Li , Hu Han , Gonglei Shi , Jiannan Wang , S. Kevin Zhou

* 9 pages with 4 figures 

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Crowd-Powered Data Mining


Oct 19, 2018
Chengliang Chai , Ju Fan , Guoliang Li , Jiannan Wang , Yudian Zheng


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ActiveClean: Interactive Data Cleaning While Learning Convex Loss Models


Jan 15, 2016
Sanjay Krishnan , Jiannan Wang , Eugene Wu , Michael J. Franklin , Ken Goldberg

* Pre-print 

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