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Unsupervised learning of transcriptional regulatory networks via latent tree graphical models


Sep 20, 2016
Anthony Gitter, Furong Huang, Ragupathyraj Valluvan, Ernest Fraenkel, Animashree Anandkumar

* 37 pages, 9 figures 

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Learning loopy graphical models with latent variables: Efficient methods and guarantees


Apr 22, 2013
Animashree Anandkumar, Ragupathyraj Valluvan

* Annals of Statistics 2013, Vol. 41, No. 2, 401-435 
* Published in at http://dx.doi.org/10.1214/12-AOS1070 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org

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