Grigoriy Blekherman

Maximum Likelihood Threshold and Generic Completion Rank of Graphs

2017 · arXiv (Cornell University)

The minimum number of observations such that the maximum likelihood estimator in a Gaussian graphical model exists with probability one is called the maximum likelihood threshold of the underlying graph G. The natural algebraic relaxation …