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
Matthew D. HoffmanResearch Scientist, Google ResearchE-mailová adresa ověřena na: google.com
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-GraberAssociate Professor, University of MarylandE-mailová adresa ověřena na: umiacs.umd.edu
Prem GopalanCTO, The Voleon GroupE-mailová adresa ověřena na: cs.princeton.edu
Jonathan ChangFacebookE-mailová adresa ověřena na: fb.com
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
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
Joshua B. TenenbaumMITE-mailová adresa ověřena na: mit.edu
Francis BachInria - Ecole Normale SupérieureE-mailová adresa ověřena na: inria.fr
Kenneth A. NormanProfessor of Psychology and Neuroscience, Princeton UniversityE-mailová adresa ověřena na: princeton.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

Sledovat

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	47428	2003
Probabilistic topic models DM Blei Communications of the ACM 55 (4), 77-84, 2012	6702	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	5111	2004
Dynamic topic models DM Blei, JD Lafferty Proceedings of the 23rd international conference on Machine learning, 113-120, 2006	4639	2006
Variational inference: A review for statisticians DM Blei, A Kucukelbir, JD McAuliffe Journal of the American statistical Association 112 (518), 859-877, 2017	4154	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	2871	2009
Stochastic variational inference MD Hoffman, DM Blei, C Wang, J Paisley Journal of Machine Learning Research, 2013	2700	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	2153	2007
A correlated topic model of Science DM Blei, JD Lafferty	2097*	2007
Online learning for latent dirichlet allocation M Hoffman, F Bach, D Blei advances in neural information processing systems 23, 2010	2076	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	1963	2011
Variational inference for Dirichlet process mixtures DM Blei, MI Jordan	1752	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	1439	2003
Correlated topic models D Blei, J Lafferty Advances in neural information processing systems 18, 147, 2006	1220	2006
Black box variational inference R Ranganath, S Gerrish, D Blei Artificial intelligence and statistics, 814-822, 2014	1156	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	1010	2013
Relational topic models for document networks J Chang, D Blei Artificial intelligence and statistics, 81-88, 2009	971*	2009

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