Compressive Nonparametric Graphical Model Selection For Time Series

Alexander Jung, Reinhard Heckel, Helmut Bölcskei +1

We propose a method for inferring the conditional indepen- dence graph (CIG) of a high-dimensional discrete-time Gaus- sian vector random process from finite-length observations. O…