5 citations · 7 across the 4 of their papers we have counts for
4 papers
D.MCA: Outlier Detection with Explicit Micro-Cluster Assignments
Shuli Jiang, Robson Leonardo Ferreira Cordeiro, Leman Akoglu
How can we detect outliers, both scattered and clustered, and also explicitly assign them to respective micro-clusters, without knowing apriori how many micro-clusters exist? How c…
Optimal Sketching for Trace Estimation
Shuli Jiang, Hai Pham, David P. Woodruff +2
Matrix trace estimation is ubiquitous in machine learning applications and has traditionally relied on Hutchinson's method, which requires matrix-vector product…
Streaming and Distributed Algorithms for Robust Column Subset Selection
Shuli Jiang, Dongyu Li, Irene Mengze Li +2
We give the first single-pass streaming algorithm for Column Subset Selection with respect to the entrywise -norm with . We study the norm loss since…
Characterizing Allegheny County Opioid Overdoses with an Interactive Data Explorer and Synthetic Prediction Tool
Theresa Gebert, Shuli Jiang, Jiaxian Sheng
The United States has an opioid epidemic, and Pennsylvania's Allegheny County is among the worst. This motivates a deeper exploration of what characterizes the epidemic, such as wh…