David Blei

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Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyEmail verificata su cs.berkeley.edu
Chong WangAppleEmail verificata su cs.princeton.edu
John PaisleyColumbia UniversityEmail verificata su columbia.edu
Edoardo M AiroldiProfessor of Statistics & Data Science Temple University & PI, Harvard UniversityEmail verificata su fas.harvard.edu
Jordan Boyd-GraberFull Professor, University of MarylandEmail verificata su umiacs.umd.edu
Jonathan ChangFacebookEmail verificata su fb.com
Prem GopalanCTO, The Voleon GroupEmail verificata su cs.princeton.edu
Samuel GershmanProfessor, Harvard UniversityEmail verificata su fas.harvard.edu
Jon McAuliffeProfessor (Adj.) of Statistics, University of California, BerkeleyEmail verificata su stat.berkeley.edu
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityEmail verificata su princeton.edu
Francis BachInria - Ecole Normale SupérieureEmail verificata su inria.fr
Joshua B. TenenbaumMITEmail verificata su mit.edu
Allison J.B. ChaneyDuke UniversityEmail verificata su duke.edu
David MimnoAssociate Professor, Cornell UniversityEmail verificata su cornell.edu
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindEmail verificata su stats.ox.ac.uk
Kenneth A. NormanProfessor of Psychology and Neuroscience, Princeton UniversityEmail verificata su princeton.edu
Li Fei-FeiProfessor of Computer Science, Stanford UniversityEmail verificata su cs.stanford.edu
Peter I FrazierAssociate Professor of Operations Research and Information Engineering, Cornell UniversityEmail verificata su cornell.edu
Mingyuan ZhouAssociate Professor, University of Texas at AustinEmail verificata su mccombs.utexas.edu
Pinar Duygulu SahinProf. , Department of Computer Engineering, Hacettepe University, Ankara, TurkeyEmail verificata su cs.hacettepe.edu.tr

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David Blei

Professor of Statistics and Computer Science, Columbia University

Email verificata su columbia.edu - Home page

Machine Learning Statistics Probabilistic topic models Bayesian nonparametrics Approximate posterior inference


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Latent dirichlet allocation DM Blei, AY Ng, MI Jordan Journal of machine Learning research 3 (Jan), 993-1022, 2003	56804	2003
Probabilistic topic models DM Blei Communications of the ACM 55 (4), 77-84, 2012	8343	2012
Variational inference: A review for statisticians DM Blei, A Kucukelbir, JD McAuliffe Journal of the American statistical Association 112 (518), 859-877, 2017	6180	2017
Sharing clusters among related groups: Hierarchical Dirichlet processes Y Teh, M Jordan, M Beal, D Blei Advances in neural information processing systems 17, 2004	5518	2004
Dynamic topic models DM Blei, JD Lafferty Proceedings of the 23rd international conference on Machine learning, 113-120, 2006	3949	2006
Reading tea leaves: How humans interpret topic models J Chang, S Gerrish, C Wang, J Boyd-Graber, D Blei Advances in neural information processing systems 22, 2009	3509	2009
Stochastic variational inference MD Hoffman, DM Blei, C Wang, J Paisley Journal of Machine Learning Research, 2013	3271	2013
Mixed membership stochastic blockmodels EM Airoldi, D Blei, S Fienberg, E Xing Advances in neural information processing systems 21, 2008	2718	2008
A correlated topic model of Science DM Blei, JD Lafferty	2457*	2007
Supervised topic models J Mcauliffe, D Blei Advances in neural information processing systems 20, 2007	2349	2007
Online learning for latent dirichlet allocation M Hoffman, F Bach, D Blei advances in neural information processing systems 23, 2010	2335	2010
Collaborative topic modeling for recommending scientific articles C Wang, DM Blei Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	2135	2011
Matching words and pictures K Barnard, P Duygulu, D Forsyth, N De Freitas, DM Blei, MI Jordan The Journal of Machine Learning Research 3, 1107-1135, 2003	2121	2003
Variational inference for Dirichlet process mixtures DM Blei, MI Jordan	1953	2006
Topic Models DM Blei Text mining/Chapman and Hall/CRC, 2009	1689	2009
Modeling annotated data DM Blei, MI Jordan Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	1592	2003
Hierarchical topic models and the nested Chinese restaurant process T Griffiths, M Jordan, J Tenenbaum, D Blei Advances in neural information processing systems 16, 2003	1590	2003
Black box variational inference R Ranganath, S Gerrish, D Blei Artificial intelligence and statistics, 814-822, 2014	1459	2014
Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of US government arts funding P DiMaggio, M Nag, D Blei Poetics 41 (6), 570-606, 2013	1429	2013
Correlated topic models D Blei, J Lafferty Advances in neural information processing systems 18, 147, 2006	1428	2006

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