cs.LG, stat.ME, stat.ML

Sparse Gaussian Graphical Models with Discrete Optimization: Computational and Statistical Perspectives

arXiv:2307.09366v2 Announce Type: replace-cross
Abstract: We consider the problem of learning a sparse graph underlying an undirected Gaussian graphical model, a key problem in statistical machine learning. Given $n$ samples from a multivariate Gaussi…