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22 documents found.
Order: number of citations.
Propagation Algorithms for Variational Bayesian Learning - Ghahramani, Beal (2001)
(Correct)
(85 citations)
Bayesian Learning Zoubin Ghahramani and
Matthew J. Beal
Gatsby Computational Neuroscience Unit
www.gatsby.ucl.ac.uk/~beal/papers/nips00beal.ps.gz
Variational Inference for Bayesian Mixtures of Factor Analysers - Ghahramani, Beal (2000)
(Correct)
(38 citations)
of Factor Analysers Zoubin Ghahramani and
Matthew J. Beal
Gatsby Computational Neuroscience Unit
www.gatsby.ucl.ac.uk/publications/papers/06-2000.ps.gz
Variational Inference for Bayesian Mixture of Factor Analysers - Ghahramani, Beal (2000)
(Correct)
(38 citations)
of Factor Analysers Zoubin Ghahramani and
Matthew J. Beal
Gatsby Computational Neuroscience Unit
www.gatsby.ucl.ac.uk/~beal/nips99.ps.gz
The Infinite Hidden Markov Model - Beal, Ghahramani, Rasmussen (2002)
(Correct)
(11 citations)
The Infinite Hidden Markov Model
Matthew J. Beal
Zoubin Ghahramani Carl Edward Rasmussen
www.gatsby.ucl.ac.uk/~edward/pub/iHMM.ps.gz
The Variational Bayesian EM Algorithm for Incomplete Data: With.. - Beal, al. (2003)
(Correct)
(7 citations)
To Scoring Graphical Model Structures
Matthew J. Beal
And Zoubin Ghahramani Gatsby Computational
www.cs.toronto.edu/~beal/papers/v7score.ps.gz
The Variational Bayesian EM Algorithm for Incomplete Data.. - Beal, Ghahramani (2003)
(Correct)
(7 citations)
To Scoring Graphical Model Structures
Matthew J. Beal
And Zoubin Ghahramani Gatsby Computational
www.gatsby.ucl.ac.uk/~zoubin/papers/valencia02.pdf
The Variational Bayesian EM Algorithm for Incomplete Data: with.. - Beal, al. (2003)
(Correct)
(7 citations)
To Scoring Graphical Model Structures
Matthew J. Beal
And Zoubin Ghahramani Gatsby Computational
www.gatsby.ucl.ac.uk/~beal/papers/v7score.ps.gz
Graphical Models and Variational Methods - Ghahramani, Beal (2001)
(Correct)
(4 citations)
and variational methods Zoubin Ghahramani and
Matthew J. Beal
Gatsby Computational Neuroscience Unit
www.gatsby.ucl.ac.uk/~beal/papers/chapterZG.ps.gz
Audio-Video Sensor Fusion with Probabilistic Graphical Models - Beal, Attias, Jojic (2002)
(Correct)
(4 citations)
Fusion with Probabilistic Graphical Models
Matthew J. Beal
1,2 Hagai Attias 1 and Nebojsa
www.gatsby.ucl.ac.uk/~beal/papers/eccv02.ps.gz
A Graphical Model for Audiovisual Object Tracking - Beal, Jojic, Attias (2003)
(Correct)
(3 citations)
Model for Audiovisual Object Tracking
Matthew J. Beal
, Nebojsa Jojic, Member, IEEE Computer
research.goldenmetallic.com/avtrack.pdf
Hierarchical Dirichlet Processes - Yee Whye Teh (2003)
(Correct)
(3 citations)
Yee Whye Teh 1) ywteh@eecs.berkeley.edu
Matthew J. Beal
3) beal@cs.utoronto.ca Michael I.
www.cs.toronto.edu/~ywteh/research/npbayes/report.ps.gz
The Variational Kalman Smoother - Matthew Beal And (2001)
(Correct)
(1 citation)
The Variational Kalman Smoother
Matthew J. Beal
and Zoubin Ghahramani Gatsby Computational
www.gatsby.ucl.ac.uk/publications/technical-reports/tr01-003.ps
Bioinformatics Original Paper - Vol No Pages
(Correct)
regulatory networks with hidden factors
Matthew J. Beal
1 Francesco Falciani 2 Zoubin
www.gatsby.ucl.ac.uk/~zoubin/papers/Bioinformatics05beal.pdf
Inferring State Sequences for Non-linear - Systems With Embedded
(Correct)
Embedded Hidden Markov Models Radford M. Neal,
Matthew J. Beal
, and Sam T. Roweis Department of Computer
www.ics.uci.edu/~welling/teatimetalks/nips03embhmm.pdf
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