David Blei

Citované v

	Všetky	Od 2019
Citácie	136158	67171
h-index	107	83
i10-index	238	204

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Na základe mandátov na financovanie

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Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyOverená e-mailová adresa na: cs.berkeley.edu
Chong WangAppleOverená e-mailová adresa na: cs.princeton.edu
Matthew D. HoffmanResearch Scientist, Google ResearchOverená e-mailová adresa na: google.com
John PaisleyColumbia UniversityOverená e-mailová adresa na: columbia.edu
Edoardo M AiroldiProfessor of Statistics & Data Science Temple University & PI, Harvard UniversityOverená e-mailová adresa na: fas.harvard.edu
Jordan Boyd-GraberAssociate Professor, University of MarylandOverená e-mailová adresa na: umiacs.umd.edu
Jonathan ChangFacebookOverená e-mailová adresa na: fb.com
Prem GopalanCTO, The Voleon GroupOverená e-mailová adresa na: cs.princeton.edu
Samuel GershmanProfessor, Harvard UniversityOverená e-mailová adresa na: fas.harvard.edu
Jon McAuliffeProfessor (Adj.) of Statistics, University of California, BerkeleyOverená e-mailová adresa na: stat.berkeley.edu
Thomas L. GriffithsProfessor of Psychology and Computer Science, Princeton UniversityOverená e-mailová adresa na: princeton.edu
Joshua B. TenenbaumMITOverená e-mailová adresa na: mit.edu
Allison J.B. ChaneyDuke UniversityOverená e-mailová adresa na: duke.edu
David MimnoAssociate Professor, Cornell UniversityOverená e-mailová adresa na: cornell.edu
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindOverená e-mailová adresa na: stats.ox.ac.uk
Kenneth A. NormanProfessor of Psychology and Neuroscience, Princeton UniversityOverená e-mailová adresa na: princeton.edu
Francis BachInria - Ecole Normale SupérieureOverená e-mailová adresa na: inria.fr
Peter I FrazierAssociate Professor of Operations Research and Information Engineering, Cornell UniversityOverená e-mailová adresa na: cornell.edu
Mingyuan ZhouAssociate Professor, University of Texas at AustinOverená e-mailová adresa na: mccombs.utexas.edu
Pinar Duygulu SahinProf. , Department of Computer Engineering, Hacettepe University, Ankara, TurkeyOverená e-mailová adresa na: cs.hacettepe.edu.tr

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David Blei

Professor of Statistics and Computer Science, Columbia University

Overená e-mailová adresa na: columbia.edu - Domovská stránka

Machine Learning Statistics Probabilistic topic models Bayesian nonparametrics Approximate posterior inference


Názov Zoradiť podľa citácií Zoradiť podľa roka Zoradiť podľa názvu	Citované v Citované v	Rok
Latent dirichlet allocation DM Blei, AY Ng, MI Jordan Journal of machine Learning research 3 (Jan), 993-1022, 2003	52898	2003
Probabilistic topic models DM Blei Communications of the ACM 55 (4), 77-84, 2012	7629	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	5343	2004
Variational inference: A review for statisticians DM Blei, A Kucukelbir, JD McAuliffe Journal of the American statistical Association 112 (518), 859-877, 2017	5185	2017
Dynamic topic models DM Blei, JD Lafferty Proceedings of the 23rd international conference on Machine learning, 113-120, 2006	3706	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	3237	2009
Stochastic variational inference MD Hoffman, DM Blei, C Wang, J Paisley Journal of Machine Learning Research, 2013	2990	2013
Mixed membership stochastic blockmodels EM Airoldi, D Blei, S Fienberg, E Xing Advances in neural information processing systems 21, 2008	2605	2008
A correlated topic model of Science DM Blei, JD Lafferty	2296*	2007
Supervised topic models J Mcauliffe, D Blei Advances in neural information processing systems 20, 2007	2268	2007
Online learning for latent dirichlet allocation M Hoffman, F Bach, D Blei advances in neural information processing systems 23, 2010	2236	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	2127	2003
Collaborative topic modeling for recommending scientific articles C Wang, DM Blei Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	2087	2011
Variational inference for Dirichlet process mixtures DM Blei, MI Jordan	1861	2006
Topic models DM Blei, JD Laﬀerty Text mining, 101-124, 2009	1607	2009
Modeling annotated data DM Blei, MI Jordan Proceedings of the 26th annual international ACM SIGIR conference on …, 2003	1575	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	1532	2003
Correlated topic models D Blei, J Lafferty Advances in neural information processing systems 18, 147, 2006	1350	2006
Black box variational inference R Ranganath, S Gerrish, D Blei Artificial intelligence and statistics, 814-822, 2014	1308	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	1248	2013

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