Matthew J. Beal

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Citations	11715	2651
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i10-index	23	12

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Zoubin GhahramaniProfessor, University of Cambridge, and Distinguished Researcher, GoogleVerified email at eng.cam.ac.uk
Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Yee Whye TehProfessor of Statistical Machine Learning, Oxford, Research Scientist, DeepMindVerified email at stats.ox.ac.uk
Sargur (Hari) SrihariSUNY Dist. Prof., Dept. of Comp. Sci. & Engg, Dept. of Biostatistics, University at Buffalo, SUNYVerified email at buffalo.edu
David BleiProfessor of Statistics and Computer Science, Columbia UniversityVerified email at columbia.edu
Harish SrinivasanSUNY Buffalo, CEDARVerified email at amazon.com
Nebojsa JojicMicrosoft ResearchVerified email at microsoft.com
Carl Edward RasmussenProfessor of Machine Learning, University of CambridgeVerified email at cam.ac.uk
Claudia Rangel EscareñoPrincipal Investigator Computational and Integrative Biology; Instituto Nacional de MedicinaVerified email at inmegen.gob.mx
Francesco FalcianiChair in Integrative Computational Biology, University of Liverpool, UKVerified email at liverpool.ac.uk
Shravya ShettyGoogle ResearchVerified email at google.com
Hung Q. NgoRelationalAIVerified email at relational.ai
Chunming QiaoComputer Science and EngineeringVerified email at buffalo.edu
Radford NealU Toronto *** GOOGLE SCHOLAR CAN GIVE WRONG PUBLICATION DATE/REFERENCE - LOOK AT ACTUAL PAPER/BOOK!Verified email at utstat.toronto.edu
Sam Roweis (Memorial)New York UniversityVerified email at buffalo.edu
Venu GovindarajuSUNY Distinguished Professor, State University of New York, BuffaloVerified email at buffalo.edu
Rohini SrihariProfessor, Department of Computer Science and Engineering, University at Buffalo, The StateVerified email at buffalo.edu
Gaurav ChandaliaAppleVerified email at apple.com
John AngusProfessor of Mathematics, ClaremontVerified email at cgu.edu
Hansheng LeiProfessor, The University of Texas Rio Grande ValleyVerified email at utrgv.edu

Matthew J. Beal

Chicago Trading Company

Verified email at chicagotrading.com - Homepage

Machine Learning Bayesian Statistics High Frequency Trading Options Market Making Options


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Sharing clusters among related groups: Hierarchical Dirichlet processes Y Teh, M Jordan, M Beal, D Blei Advances in neural information processing systems 17, 2004	5530	2004
Variational algorithms for approximate Bayesian inference MJ Beal University of London, 2003	2501	2003
The infinite hidden Markov model M Beal, Z Ghahramani, C Rasmussen Advances in neural information processing systems 14, 2001	901	2001
Variational inference for Bayesian mixtures of factor analysers Z Ghahramani, M Beal Advances in neural information processing systems 12, 1999	590	1999
Propagation algorithms for variational Bayesian learning Z Ghahramani, M Beal Advances in neural information processing systems 13, 2000	457	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	374	2005
At the works, a study of a manufacturing town LFEEO Bell E. Arnold, 1907	194	1907
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	172	2003
Graphical models and variational methods Z Ghahramani, MJ Beal	157	2001
Variational Bayesian learning of directed graphical models with hidden variables MJ Beal, Z Ghahramani	147	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	99	2006
Audio-video sensor fusion with probabilistic graphical models MJ Beal, H Attias, N Jojic Computer Vision—ECCV 2002: 7th European Conference on Computer Vision …, 2002	77	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	73	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	68	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	60	2003
Speaker detection and tracking using audiovisual data MJ Beal, N Jojic, H Attias US Patent 6,940,540, 2005	52*	2005
Signature verification using kolmogorov-smirnov statistic H Srinivasan, SN Srihari, M Beal Proc. International Graphonomics Society Conference (IGS), 152-156, 2005	46	2005
Machine learning for signature verification H Srinivasan, SN Srihari, MJ Beal Computer Vision, Graphics and Image Processing: 5th Indian Conference …, 2006	45	2006
The variational Kalman smoother MJ Beal, Z Ghahramani Gatsby Computational Neuroscience Unit, University College London, Tech. Rep …, 2001	43	2001
Gene expression time course clustering with countably infinite hidden Markov models M Beal, P Krishnamurthy arXiv preprint arXiv:1206.6824, 2012	41	2012

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