52 citations · 87 across the 7 of their papers we have counts for
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3 papers · 1 filter
cs.CV2019
Zero-Shot Feature Selection via Transferring Supervised Knowledge
Zheng Wang, Qiao Wang, Tingzhang Zhao +1
Feature selection, an effective technique for dimensionality reduction, plays an important role in many machine learning systems. Supervised knowledge can significantly improve the…
cs.CR2019★ 15 cited
Conditional Analysis for Key-Value Data with Local Differential Privacy
Lin Sun, Jun Zhao, Xiaojun Ye +3
Local differential privacy (LDP) has been deemed as the de facto measure for privacy-preserving distributed data collection and analysis. Recently, researchers have extended LDP to…
cs.CR2019★ 12 cited
Distributed Clustering in the Anonymized Space with Local Differential Privacy
Lin Sun, Jun Zhao, Xiaojun Ye
Clustering and analyzing on collected data can improve user experiences and quality of services in big data, IoT applications. However, directly releasing original data brings pote…