161 citations · 387 across the 12 of their papers we have counts for
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cs.LG2019★ 19 cited
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators
Yunhui Long, Boxin Wang, Zhuolin Yang +4
Recent advances in machine learning have largely benefited from the massive accessible training data. However, large-scale data sharing has raised great privacy concerns. In this w…
cs.CR2019★ 6 cited
Secure Two-Party Feature Selection
Vanishree Rao, Yunhui Long, Hoda Eldardiry +3
In this work, we study how to securely evaluate the value of trading data without requiring a trusted third party. We focus on the important machine learning task of classification…