7 citations · 12 across the 2 of their papers we have counts for
4 papers
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…
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…
Robust regression for optimal individualized treatment rules
Wei Xiao, Hao Helen Zhang, Wenbin Lu
Because different patients may response quite differently to the same drug or treatment, there is increasing interest in discovering individualized treatment rule. In particular, p…
A Probabilistic Machine Learning Approach to Detect Industrial Plant Faults
Wei Xiao
Fault detection in industrial plants is a hot research area as more and more sensor data are being collected throughout the industrial process. Automatic data-driven approaches are…