Michael I. Jordan - Citas de Google Académico

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Martin WainwrightProfessor of EECS and Statistics, UC BerkeleyDirección de correo verificada de berkeley.edu
David BleiProfessor of Statistics and Computer Science, Columbia UniversityDirección de correo verificada de columbia.edu
Zoubin GhahramaniProfessor, University of Cambridge, and Chief Scientist, UberDirección de correo verificada de eng.cam.ac.uk
Francis BachInria - Ecole Normale SupérieureDirección de correo verificada de inria.fr
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
Robert JacobsProfessor of Brain and Cognitive Sciences, University of RochesterDirección de correo verificada de bcs.rochester.edu
Gert LanckrietProfessor, UCSDDirección de correo verificada de eng.ucsd.edu
Lawrence K SaulProfessor of Computer Science and Engineering, UC San DiegoDirección de correo verificada de cs.ucsd.edu
David PattersonProfessor of Computer Science, UC BerkeleyDirección de correo verificada de cs.berkeley.edu
Eric XingProfessor of Machine Learning, Language Technology, Computer Science, Cargenie Mellon UniversityDirección de correo verificada de cs.cmu.edu
John DuchiAssistant Professor of Statistics and Electrical Engineering, Stanford UniversityDirección de correo verificada de stanford.edu
Erik B. SudderthAssociate Professor of Computer Science, UC IrvineDirección de correo verificada de uci.edu
Yair WeissProfessor of Computer Science, Hebrew UniversityDirección de correo verificada de mail.huji.ac.il
Jon McAuliffeProfessor (Adj.) of Statistics, University of California, BerkeleyDirección de correo verificada de stat.berkeley.edu
Daniel WolpertProfessor of Neuroscience, Columbia UniversityDirección de correo verificada de columbia.edu
XuanLong NguyenUniversity of MichiganDirección de correo verificada de umich.edu
Mingsheng LongAssociate Professor, Tsinghua UniversityDirección de correo verificada de tsinghua.edu.cn
Ameet TalwalkarCMU and Determined AIDirección de correo verificada de cmu.edu
Stuart RussellProfessor of Computer Science, University of California, BerkeleyDirección de correo verificada de cs.berkeley.edu
Tamara BroderickAssociate Professor of EECS, Massachusetts Institute of TechnologyDirección de correo verificada de csail.mit.edu

Michael I. Jordan

Professor of EECS and Professor of Statistics, University of California, Berkeley

Dirección de correo verificada de cs.berkeley.edu - Página principal

machine learning statistics computational biology artificial intelligence optimization


Título	Citado por	Año
Latent dirichlet allocation DM Blei, AY Ng, MI Jordan Journal of machine Learning research 3 (Jan), 993-1022, 2003	29429	2003
On spectral clustering: Analysis and an algorithm AY Ng, MI Jordan, Y Weiss Advances in neural information processing systems, 849-856, 2002	7961	2002
Adaptive mixtures of local experts. RA Jacobs, MI Jordan, SJ Nowlan, GE Hinton Neural computation 3 (1), 79-87, 1991	4097	1991
Sharing clusters among related groups: Hierarchical Dirichlet processes YW Teh, MI Jordan, MJ Beal, DM Blei Advances in neural information processing systems, 1385-1392, 2005	3918	2005
Graphical models, exponential families, and variational inference MJ Wainwright, MI Jordan Foundations and Trends® in Machine Learning 1 (1–2), 1-305, 2008	3422	2008
An introduction to variational methods for graphical models MI Jordan, Z Ghahramani, TS Jaakkola, LK Saul Machine learning 37 (2), 183-233, 1999	3373	1999
Hierarchical mixtures of experts and the EM algorithm MI Jordan, RA Jacobs Neural computation 6 (2), 181-214, 1994	3344	1994
Distance metric learning with application to clustering with side-information EP Xing, MI Jordan, SJ Russell, AY Ng Advances in neural information processing systems, 521-528, 2003	3034	2003
An internal model for sensorimotor integration DM Wolpert, Z Ghahramani, MI Jordan Science 269 (5232), 1880-1882, 1995	3028	1995
Learning the kernel matrix with semidefinite programming GRG Lanckriet, N Cristianini, P Bartlett, LE Ghaoui, MI Jordan Journal of Machine learning research 5 (Jan), 27-72, 2004	2631	2004
Optimal feedback control as a theory of motor coordination E Todorov, MI Jordan Nature neuroscience 5 (11), 1226, 2002	2447	2002
An introduction to MCMC for machine learning C Andrieu, N De Freitas, A Doucet, MI Jordan Machine learning 50 (1-2), 5-43, 2003	2318	2003
On discriminative vs. generative classifiers: A comparison of logistic regression and naive bayes A Ng, MI Jordan Advances in Neural Information Processing Systems 14, 841, 2002	2268	2002
Kalman filtering with intermittent observations B Sinopoli, L Schenato, M Franceschetti, K Poolla, MI Jordan, SS Sastry IEEE transactions on Automatic Control 49 (9), 1453-1464, 2004	2267	2004
Learning in graphical models MI Jordan Springer Science & Business Media, 1998	2244	1998
Kernel independent component analysis FR Bach, MI Jordan Journal of machine learning research 3 (Jul), 1-48, 2002	1962	2002
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	1899	2003
Active learning with statistical models DA Cohn, Z Ghahramani, MI Jordan Journal of artificial intelligence research 4, 129-145, 1996	1891	1996
Loopy belief propagation for approximate inference: An empirical study KP Murphy, Y Weiss, MI Jordan Proceedings of the Fifteenth conference on Uncertainty in artificial …, 1999	1858	1999
Forward models: Supervised learning with a distal teacher MI Jordan, DE Rumelhart Cognitive science 16 (3), 307-354, 1992	1815	1992

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