Online Structural Change-point Detection of High-dimensional Streaming Data via Dynamic Sparse Subspace Learning

Ruiyu Xu, Jianguo Wu, Xiaowei Yue +1

High-dimensional streaming data are becoming increasingly ubiquitous in many fields. They often lie in multiple low-dimensional subspaces, and the manifold structures may change ab…