Yan Chen

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 8

Top Topics

Differentially Private

Differential Privacy

Symmetric Matrices

Top Venues

SIGMOD Conference

Publications

Sameera Ghayyur, Yan Chen, Roberto Yus, Ashwin Machanavajjhala, Michael Hay, Gerome Miklau, Sharad Mehrotra
IoT-Detective: Analyzing IoT Data Under Differential Privacy. SIGMOD Conference (2018)
Yan Chen, Andrés F. Barrientos, Ashwin Machanavajjhala, Jerome P. Reiter
Is my model any good: differentially private regression diagnostics. Knowl. Inf. Syst. 54 (1) (2018)
Yan Chen, Ashwin Machanavajjhala, Michael Hay, Gerome Miklau
PeGaSus: Data-Adaptive Differentially Private Stream Processing. CCS (2017)
Yan Chen, Ashwin Machanavajjhala, Jerome P. Reiter, Andrés F. Barrientos
Differentially Private Regression Diagnostics. ICDM (2016)
Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang
Principled Evaluation of Differentially Private Algorithms using DPBench. SIGMOD Conference (2016)
Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang, George Bissias
Exploring Privacy-Accuracy Tradeoffs using DPComp. SIGMOD Conference (2016)
Michael Hay, Ashwin Machanavajjhala, Gerome Miklau, Yan Chen, Dan Zhang
Principled Evaluation of Differentially Private Algorithms using DPBench. CoRR (2015)
Yan Chen, Ashwin Machanavajjhala
On the Privacy Properties of Variants on the Sparse Vector Technique. CoRR (2015)
Ben Stoddard, Yan Chen, Ashwin Machanavajjhala
Differentially Private Algorithms for Empirical Machine Learning. CoRR (2014)