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20202022
most citedSG-PALM: a Fast Physically Interpretable Tensor Graphical Model

2 citations · 3 across the 3 of their papers we have counts for

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stat.ML2021★ 2 cited

SG-PALM: a Fast Physically Interpretable Tensor Graphical Model

Yu Wang, Alfred Hero

We propose a new graphical model inference procedure, called SG-PALM, for learning conditional dependency structure of high-dimensional tensor-variate data. Unlike most other tenso…

stat.ML2020★ 1 cited

The Sylvester Graphical Lasso (SyGlasso)

Yu Wang, Byoungwook Jang, Alfred Hero

This paper introduces the Sylvester graphical lasso (SyGlasso) that captures multiway dependencies present in tensor-valued data. The model is based on the Sylvester equation that…