Even Matencio

Covariance Change Point Detection for Graph Signals

We propose a new approach for covariance change point detection applied to graph signals. Specifically, our method draws on the notion of graph stationarity to derive a relevant parameterization of the covariance matrix that can be used in a cost function. This parameterization allows prior graph kn…