On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes

Nguyen Q. Tran, Oleksii Abramenko, Alexander Jung

We characterize the sample size required for accurate graphical model selection from non-stationary samples. The observed data is modeled as a vector-valued zero-mean Gaussian rand…