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Estimation theory / Statistical models / Gene regulatory network / Systems biology / Maximum likelihood / Graphical model / Connectivity / Statistics / Networks / Bayesian statistics


Structured Learning of Gaussian Graphical Models Karthik Mohan∗, Michael Jae-Yoon Chung†, Seungyeop Han†, Daniela Witten‡, Su-In Lee§, Maryam Fazel∗ Abstract We consider estimation of multiple high-dimensional
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Document Date: 2012-11-06 17:11:34

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Oxford / /

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SIAM Journal / Expand / Tq / Neural Information Processing Systems / /

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S. Villa / /

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brain cancer networks / proximal operator / biological networks / gene regulatory network / gene regulatory networks / natural language processing / multipliers algorithm / primal-dual algorithm / brain cancer gene regulatory networks / optimization tools / /

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cancers / true lung cancer / n2 brain cancer / cancer / glioblastoma multiforme / tumour / n1 lung cancer / lung cancer / diseases / brain cancer / prostate cancer / recently-published cancer / breast cancer / glioblastoma / British Journal Cancer / /

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Royal Statistical Society / National Institute of Health / Univ. of Washington / National Science Foundation / /

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Michael Jae-Yoon Chung / Daniela Witten / /

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Cowon D2+ Portable Audio Device / Tao / /

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K / /

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Utah / /

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Journal of the Royal Statistical Society / Machine Learning / Journal of Machine Learning Research / The Journal of Immunology / /

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4 4 An ADMM algorithm / neuroscience / natural language processing / primal-dual algorithm / gene expression / ADMM algorithm / ADMM algorithms / An ADMM algorithm / Machine Learning / Simulation / multipliers algorithm / 5 Algorithm / /

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