Matthew J. Beal
Matthew J. Beal
Chicago Trading Company
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Cited by
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Sharing clusters among related groups: Hierarchical Dirichlet processes
Y Teh, M Jordan, M Beal, D Blei
Advances in neural information processing systems 17, 2004
Variational algorithms for approximate Bayesian inference
MJ Beal
University of London, 2003
The infinite hidden Markov model
M Beal, Z Ghahramani, C Rasmussen
Advances in neural information processing systems 14, 2001
Variational inference for Bayesian mixtures of factor analysers
Z Ghahramani, M Beal
Advances in neural information processing systems 12, 1999
Propagation algorithms for variational Bayesian learning
Z Ghahramani, M Beal
Advances in neural information processing systems 13, 2000
A Bayesian approach to reconstructing genetic regulatory networks with hidden factors
MJ Beal, F Falciani, Z Ghahramani, C Rangel, DL Wild
Bioinformatics 21 (3), 349-356, 2005
A graphical model for audiovisual object tracking
MJ Beal, N Jojic, H Attias
IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (7), 828-836, 2003
Graphical models and variational methods
Z Ghahramani, MJ Beal
Advanced Mean Field Methods-Theory and Practice, 2000
Variational Bayesian learning of directed graphical models with hidden variables
MJ Beal, Z Ghahramani
Bayesian Analysis 1 (4), 793-831, 2006
On profiling mobility and predicting locations of wireless users
J Ghosh, MJ Beal, HQ Ngo, C Qiao
Proceedings of the 2nd international workshop on Multi-hop ad hoc networks …, 2006
Audio-video sensor fusion with probabilistic graphical models
MJ Beal, H Attias, N Jojic
European Conference on Computer Vision, 736-750, 2002
A statistical model for writer verification
SN Srihari, MJ Beal, K Bandi, V Shah, P Krishnamurthy
Eighth International Conference on Document Analysis and Recognition (ICDAR …, 2005
Segmentation and labeling of documents using conditional random fields
S Shetty, H Srinivasan, M Beal, S Srihari
Document Recognition and Retrieval XIV 6500, 256-264, 2007
Inferring state sequences for non-linear systems with embedded hidden Markov models
R Neal, M Beal, S Roweis
Advances in neural information processing systems 16, 2003
Speaker detection and tracking using audiovisual data
MJ Beal, N Jojic, H Attias
US Patent 6,940,540, 2005
Signature verification using kolmogorov-smirnov statistic
H Srinivasan, SN Srihari, M Beal
Proc. International Graphonomics Society Conference (IGS), 152-156, 2005
The variational Kalman smoother
MJ Beal, Z Ghahramani
Gatsby Computational Neuroscience Unit, University College London, Tech. Rep …, 2001
Gene expression time course clustering with countably infinite hidden Markov models
M Beal, P Krishnamurthy
arXiv preprint arXiv:1206.6824, 2012
Machine learning for signature verification
H Srinivasan, SN Srihari, MJ Beal
Computer Vision, Graphics and Image Processing, 761-775, 2006
Automatically extracting nominal mentions of events with a bootstrapped probabilistic classifier
C Creswell, MJ Beal, J Chen, TL Cornell, L Nilsson, RK Srihari
Proceedings of the COLING/ACL 2006 main conference poster sessions, 168-175, 2006
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