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City Austin / Beijing / / Company Newsgroup / CMU 20 Newsgroup / Morgan Kaufmann Publishers Inc. / SIAM Journal / PLSA (Hofmann 1999) LDA / Grolier / Xing / Donnelly / Stephens / / Country Netherlands / Jordan / United Kingdom / China / / Facility University of Texas / / IndustryTerm iterative shrinkagethresholding algorithm / faster and more complex proximal optimization algorithms / sparse solution / iterative algorithm / proximal algorithm / graph density algorithm / nuclear heat energy music eastern centuries / prox operator / gradient descent algorithm / estimation algorithm / proximal optimization algorithm / / MusicAlbum Politics / / Organization National Science Foundation / Roman Catholic Church / U.S. Securities and Exchange Commission / University of Texas / / Person David I. Inouye Pradeep Ravikumar Inderjit / / Position president / von Mises-Fisher / emperor / author / king / Bishop / generative model for word count vectors / / Product Pentax K-x Digital Camera / Skullcandy G.I. Headphone/Headset / Poisson MRFs / using Poisson MRFs / / ProgrammingLanguage MATLAB / / ProvinceOrState Texas / Indiana / / PublishedMedium American Journal of Political Science / Machine Learning / Communications of the ACM / / RadioStation Word 1 / / Region american europe / west america / southern france / / Technology FISTA-like algorithm / proximal algorithm / proximal optimization algorithm / gradient descent algorithm / machine learning / FISTA-like algorithms / graph density algorithm / Proximal Optimization Algorithms / Bernoulli MRF estimation algorithm / S. Proximal algorithms / iterative algorithm / genotype / iterative shrinkagethresholding algorithm / / URL www.cs.nyu.edu/˜roweis/data.html / www.psiexp.ss.uci.edu/research/programs_ / www.gephi.org / /
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Admixture of Poisson MRFs: A Topic Model with Word Dependencies David I. Inouye Pradeep Ravikumar Inderjit S. Dhillon