Tan, Vincent Yan Fu; Anandkumar, Animashree; Willsky, … - 2009
The problem of learning tree-structured Gaussian graphical models from i.i.d. samples is considered. The influence of the tree structure and the parameters of the Gaussian distribution on the learning rate as the number of samples increases is discussed. Specifically, the error exponent...