Optimal Transport Based Change Point Detection and Time Series Segment Clustering

Kevin C. Cheng, Shuchin Aeron, Michael C. Hughes +2

Two common problems in time series analysis are the decomposition of the data stream into disjoint segments that are each in some sense "homogeneous" - a problem known as Change Po…