Non-Convex Optimization and Statistical Inference for Sparse Tensor Graphical Models

An optimal alternating optimization algorithm for estimation of precision matrices of sparse tensor graphical models, and an efficient inference procedure for support recovery of the precision matrices.


Reference manual

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1.0.1 by Xiang Lyu, 5 months ago

Browse source code at

Authors: Will Wei Sun, Zhaoran Wang, Xiang Lyu, Han Liu, Guang Cheng

Documentation:   PDF Manual  

GPL (>= 2) license

Imports huge, expm, rTensor, igraph, stats, graphics

Suggests knitr, rmarkdown

See at CRAN