Learning Gaussian Graphical Models from a Glauber Trajectory Without Mixing

Eric Shen, Tony Wu, Mahbod Majid +1

We study the task of learning the structure of a $d$-sparse Gaussian graphical model on $n$ variables from a single trajectory of Glauber dynamics. Beyond algorithmic consideration…