551 citations · 1.1k across the 33 of their papers we have counts for
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stat.ML2012★ 95 cited
Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses
Po-Ling Loh, Martin J. Wainwright
We investigate the relationship between the structure of a discrete graphical model and the support of the inverse of a generalized covariance matrix. We show that for certain grap…
cs.IT2012★ 9 cited
The Synthesis and Analysis of Stochastic Switching Circuits
Hongchao Zhou, Po-Ling Loh, Jehoshua Bruck
Stochastic switching circuits are relay circuits that consist of stochastic switches called pswitches. The study of stochastic switching circuits has widespread applications in man…