2 papers
cs.LG2018
Detecting Outliers in Data with Correlated Measures
Yu-Hsuan Kuo, Zhenhui Li, Daniel Kifer
Advances in sensor technology have enabled the collection of large-scale datasets. Such datasets can be extremely noisy and often contain a significant amount of outliers that resu…
cs.DB2018
Differentially Private Hierarchical Count-of-Counts Histograms
Yu-Hsuan Kuo, Cho-Chun Chiu, Daniel Kifer +2
We consider the problem of privately releasing a class of queries that we call hierarchical count-of-counts histograms. Count-of-counts histograms partition the rows of an input ta…