27 citations · 70 across the 12 of their papers we have counts for
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2 papers · 1 filter
stat.AP2017★ 7 cited
An Online Algorithm for Nonparametric Correlations
Wei Xiao
Nonparametric correlations such as Spearman's rank correlation and Kendall's tau correlation are widely applied in scientific and engineering fields. This paper investigates the pr…
cs.LG2017★ 5 cited
Online Robust Principal Component Analysis with Change Point Detection
Wei Xiao, Xiaolin Huang, Jorge Silva +2
Robust PCA methods are typically batch algorithms which requires loading all observations into memory before processing. This makes them inefficient to process big data. In this pa…