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Selecting Optimal Subset to release under Differentially Private M-estimators from Hybrid Datasets

Privacy concern in data sharing especially for health data gains particularly increasing attention nowadays. Now some patients agree to open their information for research use, which gives rise to a new question of how to effectively use the public information to better understand the private datase...

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Bibliographic Details
Published in:IEEE Trans Knowl Data Eng
Main Authors: Wang, Meng, Ji, Zhanglong, Kim, Hyeon-Eui, Wang, Shuang, Xiong, Li, Jiang, Xiaoqian
Format: Artigo
Language:Inglês
Published: 2017
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6051552/
https://ncbi.nlm.nih.gov/pubmed/30034201
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TKDE.2017.2773545
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