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Gatsby Computational
Neuroscience Unit
University College London Yee Whye Teh Lecturer |
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Highlights
A memorial blog for Sam Roweis.
I am program co-chair (along with Mike Titterington) of AISTATS 2010. Neil Lawrence is general chair.
AISTATS 2010 will be held in Sardinia, May 13-15, 2010.
It will become an annual conference, alternating between North America and Europe.
Paper decisions soon.
Abstract deadline coming up.Hierarchical Bayesian Nonparametric Models with Applications.
Y.W. Teh and M.I. Jordan. Bayesian Nonparametrics, to appear. Cambridge University Press.
[bibtex] [pdf] [djvu] [Cambridge University Press]
Current Selected Papers
A Stochastic Memoizer for Sequence Data.
F. Wood, C. Archambeau, J. Gasthaus, L. F. James and Y.W. Teh. ICML 2009.
[bibtex] [pdf] [ICML 2009]The Mondrian Process.
D.M. Roy and Y.W. Teh. NIPS 2008.
[bibtex] [pdf] [djvu] [NIPS 2008]An Efficient Sequential Monte-Carlo Algorithm for Coalescent Clustering.
D. Gorur and Y.W. Teh. NIPS 2008.
[bibtex] [pdf] [djvu] [NIPS 2008]Stick-breaking Construction for the Indian Buffet Process.
Y.W. Teh, D. Gorur and Z. Ghahramani. AISTATS 2007.
[bibtex] [pdf] [ps.gz] [djvu] [AISTATS 2007]Hierarchical Dirichlet Processes.
Y.W. Teh, M.I. Jordan, M.J. Beal and D.M. Blei. JASA 101(476):1566-1581, 2006.
[bibtex] [pdf] [ps.gz] [djvu] [JASA]A Fast Learning Algorithm For Deep Belief Networks.
G.E. Hinton, S. Osindero and Y.W. Teh. Neural Computation 18(7):1527-1554, 2006.
[bibtex] [pdf] [ps.gz] [djvu] [Neural Computation]A Hierarchical Bayesian Language Model based on Pitman-Yor Processes.
Y.W. Teh, Coling/ACL 2006.
[bibtex] [pdf] [ps.gz] [djvu] [Coling/ACL 2006]
Contact Information
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