Research : Selected Papers
Modelling Genetic Variations using Fragmentation-Coagulation Processes.
Y. W. Teh, C. Blundell and L. T. Elliott. NIPS 2011.
[bibtex] [pdf] [slides] [NIPS 2011]Hierarchical Bayesian Nonparametric Models with Applications.
Y.W. Teh and M.I. Jordan. Bayesian Nonparametrics, 2010. Cambridge University Press.
[bibtex] [pdf] [djvu] [Cambridge University Press]The Sequence Memoizer.
F. Wood, C. Archambeau, J. Gasthaus, L. F. James and Y.W. Teh. CACM, 54(2):91-98, Feb 2011.
[bibtex] [pdf] [djvu] [CACM]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]Hierarchical Dirichlet Processes.
Y.W. Teh, M.I. Jordan, M.J. Beal and D.M. Blei. JASA 101(476):1566-1581, 2006.
[bibtex] [pdf] [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] [djvu] [Neural Computation]A Hierarchical Bayesian Language Model based on Pitman-Yor Processes.
Y.W. Teh. Coling/ACL 2006.
[bibtex] [pdf] [djvu] [Coling/ACL 2006]Automatic Alignment of Local Representations.
Y.W. Teh and S. Roweis. NIPS 2002.
[bibtex] [pdf] [djvu] [NIPS 2002]