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Latent Dirichlet allocation / Dynamic topic model / Pachinko allocation / Machine learning / Neural network / Dirichlet process / Bayesian inference / Variational Bayesian methods / Mixture model / Statistics / Statistical natural language processing / Topic model


David M. Blei Columbia University Department of Computer Science Department of Statistics Columbia University New York, NY
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Document Date: 2014-10-27 10:16:43


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Senior Program Committee Neural Information Processing Systems / The New York Times / Neural Information Processing Systems / Wall Street Journal / POPULAR PRESS / Google / Language Processing International Journal / IBP / Oxford University Press / John Wiley and Sons / International Computer Music / Microsoft / /

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Jordan / United States / /

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USD / /

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Natural Disaster / /

Facility

Princeton University / Carnegie Mellon University / Statistics Columbia University / University Department / Columbia University / Computational Mathematics Princeton Institute / Brown University / Affiliated Faculty Princeton Neuroscience Institute / University of Califonia Berkeley / /

IndustryTerm

online inference / online variational inference / recommendation systems / Online Learning / brain networks / massive networks / social networks / stochastic search / document networks / /

Organization

Data Science Institute Education Committee / Columbia University / Data Science Institute Senior Search Committee / office of Naval Research / Affiliated Faculty Princeton Neuroscience Institute / National Science Foundation / American Statistical Association / Brown University / U.S. government / Association of Computational Linguistics / Statistical Studies Faculty Advisory Committee on Athletics and Campus Recreation / Princeton University / National Academy / office of Naval Research Young / National Academy of Sciences / Associated Faculty Center for Information Technology Policy / Royal Statistical Society / Research Project Agency / Applied and Computational Mathematics Princeton Institute for Computational Science and Engineering / Department of Computer Science / E.L. Keyes Jr. Emerson Electric Co. Faculty / Data Science Institute Executive Committee / Scientific Honor Society / ACM-Infosys Foundation / Carnegie Mellon University / Air Force office of Scientific Research / Columbia University Department of Computer Science Department of Statistics Columbia University New York / Oxford University / North American Chapter / Department of Machine Learning / Pattern Analysis and Machine Intelligence / Association for Computational Linguistics / /

Person

D. Eis / V / Thomas Funkhouser / Alfred P. Sloan / David M. Blei / /

Position

Investigator / Economist / Editor / Advisor / simple probabilistic model for tagging music / topic model for word sense disambiguation / Professor / Director of Graduate Studies / Executive / Assistant Professor / topographic latent source model for fMRI data / Associate Professor / /

PublishedMedium

IEEE Transactions on Pattern Analysis and Machine Intelligence / Journal of the ACM / Computational Linguistics / Journal of the Royal Statistical Society / Machine Learning / the American Statistical Association Journal / Proceedings of the National Academy of Sciences / PLoS ONE / Psychological Review / The New York Times / Communications of the ACM / Journal of Machine Learning Research / Journal of the American Statistical Association / Lecture Notes in Computer Science / Wall Street Journal / /

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CBA / /

Technology

Neuroscience / Bioinformatics / Information Technology / Machine Learning / Natural Language Processing / artificial intelligence / Data Mining / /

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