David Blei

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

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David Blei

Professor of Statistics and Computer Science, Columbia University

E-mailová adresa ověřena na: columbia.edu - Domovská stránka

Machine Learning Statistics Probabilistic topic models Bayesian nonparametrics Approximate posterior inference


Název Seřadit podle citací Seřadit podle roku Seřadit podle názvu	Citace Citace	Rok
Latent dirichlet allocation DM Blei, AY Ng, MI Jordan Journal of machine Learning research 3 (Jan), 993-1022, 2003	56866	2003
Probabilistic topic models DM Blei Communications of the ACM 55 (4), 77-84, 2012	8365	2012
Variational inference: A review for statisticians DM Blei, A Kucukelbir, JD McAuliffe Journal of the American statistical Association 112 (518), 859-877, 2017	6196	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	5524	2004
Dynamic topic models DM Blei, JD Lafferty Proceedings of the 23rd international conference on Machine learning, 113-120, 2006	3953	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	3520	2009
Stochastic variational inference MD Hoffman, DM Blei, C Wang, J Paisley Journal of Machine Learning Research, 2013	3275	2013
Mixed membership stochastic blockmodels EM Airoldi, D Blei, S Fienberg, E Xing Advances in neural information processing systems 21, 2008	2722	2008
A correlated topic model of Science DM Blei, JD Lafferty	2460*	2007
Supervised topic models J Mcauliffe, D Blei Advances in neural information processing systems 20, 2007	2351	2007
Online learning for latent dirichlet allocation M Hoffman, F Bach, D Blei advances in neural information processing systems 23, 2010	2333	2010
Collaborative topic modeling for recommending scientific articles C Wang, DM Blei Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011	2137	2011
Matching words and pictures K Barnard, P Duygulu, D Forsyth, N Freitas, DM Blei, MI Jordan Journal of machine learning research 3 (Feb), 1107-1135, 2003	2121	2003
Variational inference for Dirichlet process mixtures DM Blei, MI Jordan	1956	2006
Topic Models DM Blei Text mining/Chapman and Hall/CRC, 2009	1693	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	1460	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	1438	2013
Correlated topic models D Blei, J Lafferty Advances in neural information processing systems 18, 147, 2006	1429	2006

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