Zhanglong Ji
Title
Cited by
Cited by
Year
Differential privacy and machine learning: a survey and review
Z Ji, ZC Lipton, C Elkan
arXiv preprint arXiv:1412.7584, 2014
1382014
WebDISCO: a web service for distributed cox model learning without patient-level data sharing
CL Lu, S Wang, Z Ji, Y Wu, L Xiong, X Jiang, L Ohno-Machado
Journal of the American Medical Informatics Association 22 (6), 1212-1219, 2015
622015
Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks
JL Raisaro, F Tramer, Z Ji, D Bu, Y Zhao, K Carey, D Lloyd, H Sofia, ...
Journal of the American Medical Informatics Association 24 (4), 799-805, 2017
552017
Differentially private distributed logistic regression using private and public data
Z Ji, X Jiang, S Wang, L Xiong, L Ohno-Machado
BMC medical genomics 7 (1), 1-10, 2014
392014
Differential-private data publishing through component analysis
X Jiang, Z Ji, S Wang, N Mohammed, S Cheng, L Ohno-Machado
Transactions on data privacy 6 (1), 19, 2013
382013
Scalable privacy-preserving data sharing methodology for genome-wide association studies: an application to iDASH healthcare privacy protection challenge
F Yu, Z Ji
BMC medical informatics and decision making 14 (1), 1-8, 2014
332014
Differential privacy based on importance weighting
Z Ji, C Elkan
Machine learning 93 (1), 163-183, 2013
272013
Partitioning-based mechanisms under personalized differential privacy
H Li, L Xiong, Z Ji, X Jiang
Pacific-asia conference on knowledge discovery and data mining, 615-627, 2017
192017
A Whole Page Click Model to Better Interpret Search Engine Click Data.
W Chen, Z Ji, S Shen, Q Yang
AAAI 11, 2011
172011
Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies
M Wang, Z Ji, S Wang, J Kim, H Yang, X Jiang, L Ohno-Machado
Bioinformatics 33 (23), 3716-3725, 2017
92017
Differential privacy and machine learning: a survey and review (2014)
Z Ji, ZC Lipton, C Elkan
arXiv preprint arXiv:1412.7584, 2014
82014
When you can’t tell when it hurts: a preliminary algorithm to assess pain in patients who can’t communicate
S Wang, X Jiang, Z Ji, R El-Kareh, J Choi, H Kim
AMIA Annual Symposium Proceedings 2013, 1429, 2013
52013
Finding relevant biomedical datasets: the UC San Diego solution for the bioCADDIE Retrieval Challenge
W Wei, Z Ji, Y He, K Zhang, Y Ha, Q Li, L Ohno-Machado
Database 2018, 2018
42018
Selecting optimal subset to release under differentially private M-estimators from hybrid datasets
M Wang, Z Ji, HE Kim, S Wang, L Xiong, X Jiang
IEEE transactions on knowledge and data engineering 30 (3), 573-584, 2017
22017
A randomized response model for privacy-preserving data dissemination
X Jiang, S Wang, Z Ji, L Ohno-Machado, L Xiong
2012 IEEE Second International Conference on Healthcare Informatics, Imaging …, 2012
12012
Learning Information from Data while Preserving Differential Privacy
Z Ji
UC San Diego, 2017
2017
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Articles 1–16