/lvsglasso

Code for the ADMM algorithm that fits the latent variable spectral graphical LASSO (lvsglasso)

Primary LanguagePython

lvsglasso

Code for the ADMM algorithm that fits the latent variable spectral graphical LASSO (lvsglasso) model, described in:

"Sparse plus low-rank graphical models of time series for functional connectivity in MEG"
Nicholas J. Foti, Rahul Nadkarni, Adrian KC Lee, Emily B. Fox
2nd SIGKDD Workshop on Mining and Learning from Time Series