David Blei

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	总计	2018 年至今
引用	122816	65741
h 指数	101	82
i10 指数	220	196

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Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC Berkeley在 cs.berkeley.edu 的电子邮件经过验证
Chong WangApple在 cs.princeton.edu 的电子邮件经过验证
Matthew D. HoffmanResearch Scientist, Google Research在 google.com 的电子邮件经过验证
John PaisleyColumbia University在 columbia.edu 的电子邮件经过验证
Edoardo M AiroldiProfessor of Statistics & Data Science Temple University & PI, Harvard University在 fas.harvard.edu 的电子邮件经过验证
Jordan Boyd-GraberAssociate Professor, University of Maryland在 umiacs.umd.edu 的电子邮件经过验证
Prem GopalanCTO, The Voleon Group在 cs.princeton.edu 的电子邮件经过验证
Jonathan ChangFacebook在 fb.com 的电子邮件经过验证
Samuel GershmanProfessor, Harvard University在 fas.harvard.edu 的电子邮件经过验证
Jon McAuliffeProfessor (Adj.) of Statistics, University of California, Berkeley在 stat.berkeley.edu 的电子邮件经过验证
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton University在 princeton.edu 的电子邮件经过验证
Allison J.B. ChaneyDuke University在 duke.edu 的电子邮件经过验证
David MimnoAssociate Professor, Cornell University在 cornell.edu 的电子邮件经过验证
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMind在 stats.ox.ac.uk 的电子邮件经过验证
Joshua B. TenenbaumMIT在 mit.edu 的电子邮件经过验证
Francis BachInria - Ecole Normale Supérieure在 inria.fr 的电子邮件经过验证
Kenneth A. NormanProfessor of Psychology and Neuroscience, Princeton University在 princeton.edu 的电子邮件经过验证
Peter I FrazierAssociate Professor of Operations Research and Information Engineering, Cornell University在 cornell.edu 的电子邮件经过验证
Mingyuan ZhouAssociate Professor, University of Texas at Austin在 mccombs.utexas.edu 的电子邮件经过验证
Pinar Duygulu SahinProf. , Department of Computer Engineering, Hacettepe University, Ankara, Turkey在 cs.hacettepe.edu.tr 的电子邮件经过验证

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David Blei

Professor of Statistics and Computer Science, Columbia University

在 columbia.edu 的电子邮件经过验证 - 首页

Machine Learning Statistics Probabilistic topic models Bayesian nonparametrics Approximate posterior inference


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Latent dirichlet allocation DM Blei, AY Ng, MI Jordan Journal of machine Learning research 3 (Jan), 993-1022, 2003	47529	2003
Probabilistic topic models DM Blei Communications of the ACM 55 (4), 77-84, 2012	6737	2012
Sharing clusters among related groups: Hierarchical Dirichlet processes Y Teh, M Jordan, M Beal, D Blei Advances in neural information processing systems 17, 2004	5112	2004
Dynamic topic models DM Blei, JD Lafferty Proceedings of the 23rd international conference on Machine learning, 113-120, 2006	4651	2006
Variational inference: A review for statisticians DM Blei, A Kucukelbir, JD McAuliffe Journal of the American statistical Association 112 (518), 859-877, 2017	4170	2017
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	2878	2009
Stochastic variational inference MD Hoffman, DM Blei, C Wang, J Paisley Journal of Machine Learning Research, 2013	2704	2013
Mixed membership stochastic blockmodels EM Airoldi, D Blei, S Fienberg, E Xing Advances in neural information processing systems 21, 2008	2468	2008
Supervised topic models J Mcauliffe, D Blei Advances in neural information processing systems 20, 2007	2154	2007
A correlated topic model of Science DM Blei, JD Lafferty	2099*	2007
Online learning for latent dirichlet allocation M Hoffman, F Bach, D Blei advances in neural information processing systems 23, 2010	2077	2010
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	2058	2003
Collaborative topic modeling for recommending scientific articles C Wang, DM Blei Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	1965	2011
Variational inference for Dirichlet process mixtures DM Blei, MI Jordan	1751	2006
Modeling annotated data DM Blei, MI Jordan Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	1526	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	1441	2003
Correlated topic models D Blei, J Lafferty Advances in neural information processing systems 18, 147, 2006	1222	2006
Black box variational inference R Ranganath, S Gerrish, D Blei Artificial intelligence and statistics, 814-822, 2014	1157	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	1015	2013
Relational topic models for document networks J Chang, D Blei Artificial intelligence and statistics, 81-88, 2009	971*	2009

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