Search Results for author: Genevera Allen

Found 1 papers, 0 papers with code

Graphical Models via Generalized Linear Models

no code implementations NeurIPS 2012 Eunho Yang, Genevera Allen, Zhandong Liu, Pradeep K. Ravikumar

Our models allow one to estimate networks for a wide class of exponential distributions, such as the Poisson, negative binomial, and exponential, by fitting penalized GLMs to select the neighborhood for each node.

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