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Nonparametric Bayes 2008
Workshop held in conjunction with ICML/UAI/COLT
Helsinki, Finland
July 9, 2008
http://npbayes.wikidot.com
One of the major problems driving current research in statistical...
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Contributed Talks
Each contributed talk is given a 20 minute long slot. Please prepare a 15 minute talk, to leave ample time for questions. These talks will be recorded as this is a PASCAL2 core...
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Sharon Goldwater
ude.nworb|retawdlog_norahs#ude.nworb|retawdlog_norahs
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Mark...
The stick breaking construction of the Dirichlet process has been a popular starting point for many dependent nonparametric processes. This talk considers a temporal version of the Order-Based...
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One of the major problems driving current research in statistical machine learning is the search for ways to exploit highly-structured models that are both expressive and tractable. Nonparametric...
Yee Whye Teh (main)
Yee Whye Teh became a lecturer (equivalent to assistant professor) at Gatsby Computational Neuroscience Unit, UCL, United Kingdom in 2007. He received his PhD from the...
We propose a model for covariate-dependent clustering, i.e., we develop a probability model for random partitions that is indexed by
covariates. The motivating application is inference for a...
We have secured funding from the Gatsby Charitable Foundation , and are applying for PASCAL-II funding. We expect to be able to fund three invited speakers. We intend to use this funding to invite...
Workshop URL: http://npbayes.wikidot.com
Topic
Nonparametric Bayesian models are a large class of probabilistic models with unbounded capacity. Overfitting is prevented by the Bayesian approach of...
Foundational papers
Dirichlet processes, Chinese restaurant processes:
Antoniak, C. E. (1974). Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems. Annals of...
npbayes.wikidot.com
npbayes @ googlemail . com
Date
Workshop: July 9
Venue
SH, 4th floor
Main building, Fabianinkatu 33
University of Helsinki
ICML 2008
UAI 2008
COLT 2008
Site Maintenance
Members:
Moderators
Admins
0900 - 1300
Morning Session
0900 - 0910
Welcome and introduction
0910 - 0950
PASCAL2 Invited talk: Jim Griffin (Kent)
Time Dependent Stick Breaking
0950 - 1010
Jurgen Van Gael...
Start
Call
Schedule
Organizers
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References
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