@unpublished{Teh2007,
author=         "Y. W. Teh",
title=          "{D}irichlet Processes",
note=           "Submitted to Encyclopedia of Machine Learning",
year=           "2007"
}


@unpublished{BerBerEdw2007,
author=         "T. L. Berg and A. C. Berg and J. Edwards and M. Maire and
                 R. White and Y. W. Teh and E. Learned-Miller and       
                 D. A. Forsyth",
title=          "Names and Faces",
note=           "Submitted",
year=           "2007"
}


@incollection{TehJor2010a,
Author =        {Y. W. Teh and M. I. Jordan},
Title =         {Hierarchical {B}ayesian Nonparametric Models with Applications},
Booktitle =     {To appear in Bayesian Nonparametrics: Principles and Practice},
Editor =        {N. Hjort and C. Holmes and P. M{\"u}ller and S. Walker},
Publisher =     {Cambridge University Press},
Year =          {2010}}



@inproceedings{AsuWelSmy2009a,
Author =        {A. Asuncion and M. Welling and P. Smyth and Y. W. Teh},
Title =         {On Smoothing and Inference for Topic Models},
Booktitle =     {Proceedings of the International Conference on 
                Uncertainty in Artificial Intelligence},
Year =          {2009}}


@inproceedings{WooArcGas2009a,
Author =        {F. Wood and C. Archambeau and J. Gasthaus and 
                L. F. James and Y. W. Teh},
Title =         {A Stochastic Memoizer for Sequence Data},
Booktitle =     {Proceedings of the International Conference on 
                Machine Learning},
Year = {2009}}


@inproceedings{DosMilVan2009a,
Author =        {F. Doshi and K. T. Miller and J. {Van Gael} and Y. W. Teh},
Title =         {Variational Inference for the {I}ndian Buffet Process},
Booktitle =     {Proceedings of the International Conference on 
                Artificial Intelligence and Statistics},
Volume =        {12},
Year =          {2009}}


@inproceedings{HelTehGor2009a,
Author =        {K. A. Heller and Y. W. Teh and D. {G\"or\"ur}},
Booktitle =     {Proceedings of the International Conference on 
                Artificial Intelligence and Statistics},
Title =         {Infinite Hierarchical Hidden {M}arkov Models},
Volume =        {12},
Year =          {2009}}


@inproceedings{WooTeh2009a,
Author =        {F. Wood and Y. W. Teh},
Title =         {A Hierarchical Nonparametric {B}ayesian Approach 
                to Statistical Language Model Domain Adaptation},
Booktitle =     {Proceedings of the International Conference on 
                Artificial Intelligence and Statistics},
Volume =        {12},
Year =          {2009}}


@inproceedings{HafTeh2009a,
Author =        {G. R. Haffari and Y. W. Teh},
Title =         {Hierarchical {D}irichlet Trees for Information Retrieval},
Booktitle =     {Proceedings of the Annual Meeting of the 
                North American Association for Computational Linguistics 
                and the Human Language Technology Conference},
Year =          {2009}}


@inproceedings{RoyTeh2009a,
Author =        {D. M. Roy and Y. W. Teh},
Title =         {The {M}ondrian Process},
Booktitle =     {Advances in Neural Information Processing Systems},
Volume =        {21},
Year =          {2009}}


@inproceedings{GorTeh2009a,
Author =        {D. {G\"or\"ur} and Y. W. Teh},
Booktitle =     {Advances in Neural Information Processing Systems},
Title =         {An Efficient Sequential {M}onte {C}arlo Algorithm for Coalescent Clustering},
Volume =        {21},
Year =          {2009}}


@inproceedings{VanTehGha2009a,
Author =        {J. {Van Gael} and Y. W. Teh and Z. Ghahramani},
Title =         {The Infinite Factorial Hidden {M}arkov Model},
Booktitle =     {Advances in Neural Information Processing Systems},
Volume =        {21},
Year =          {2009}}


@inproceedings{GasWooGor2009a,
Author =        {J. Gasthaus and F. Wood and D. {G\"or\"ur} and Y. W. Teh},
Title =         {Dependent {D}irichlet Process Spike Sorting},
Booktitle =     {Advances in Neural Information Processing Systems},
Volume =        {21},
Year =          {2009}}


@inproceedings{QuoTehCha2009a,
Author =        {G. Quon and Y. W. Teh and E. Chan and M. Brudno 
                and T. Hughes and Q. D. Morris},
Title =         {A Mixture Model for the Evolution of Gene Expression 
                in Non-homogeneous Datasets},
Booktitle =     {Advances in Neural Information Processing Systems},
Volume =        {21},
Year =          {2009}}



@inproceedings{WelTehKap2008a,
Author =        {M. Welling and Y. W. Teh and H. J. Kappen},
Title =         {Hybrid {Variational/Gibbs} Collapsed Inference in Topic Models},
Booktitle =     {Proceedings of the International Conference on 
                Uncertainty in Artificial Intelligence},
Volume =        {24},
Year =          {2008}}


@inproceedings{VanSaaTeh2008a,
Author =        {J. {Van Gael} and Y. Saatci and Y. W. Teh and Z. Ghahramani},
Title =         {Beam Sampling for the Infinite Hidden {M}arkov Model},
Booktitle =     {Proceedings of the International Conference on Machine Learning},
Volume =        {25},
Year =          {2008}}


@inproceedings{TehDauRoy2008,
author=         "Y. W. Teh and H. {Daum\'e III} and D. M. Roy",
title=          "{B}ayesian Agglomerative Clustering with Coalescents",
booktitle=      "Advances in Neural Information Processing Systems",
volume=         "20",
year=           "2008"
}


@inproceedings{TehKurWel2008,
author=         "Y. W. Teh and K. Kurihara and M. Welling",
title=          "Collapsed Variational Inference for {HDP}",
booktitle=      "Advances in Neural Information Processing Systems",
volume=         "20",
year=           "2008"
}


@inproceedings{ChiLeeTeh2008,
author=         "H. L. Chieu and W. S. Lee and Y. W. Teh",
title=          "Cooled and Relaxed Survey Propagation for {MRFs}",
booktitle=      "Advances in Neural Information Processing Systems",
volume=         "20",
year=           "2008"
}


@inproceedings{LimTeh2007,
author=         "Y. J. Lim and Y. W. Teh",
title=          "Variational {B}ayesian Approach to Movie Rating Prediction",
booktitle=      "Proceedings of KDD Cup and Workshop",
year=           "2007"
}


@inproceedings{CaiLeeTeh2007b,
author=         "J. F. Cai and W. S. Lee and Y. W. Teh",
title=          "Improving Word Sense Disambiguation Using Topic Features",
booktitle=      "Proceedings of the Joint Conference on Empirical Methods 
                 in Natural Language Processing and Computational Natural 
                 Language Learning (EMNLP-coNLL)",
pages=          "1015--1023",
year=           "2007",
url=            {http://www.aclweb.org/anthology/D/D07/D07-1108}
}



@inproceedings{CaiLeeTeh2007a,
author=         "J. F. Cai and W. S. Lee and Y. W. Teh",
title=          "{NUS-ML}: Improving Word Sense Disambiguation Using 
                 Topic Features",
booktitle=      "Proceedings of the International Workshop on Semantic
                 Evaluations",
volume=         "4",
year=           "2007"
}


@inproceedings{TehGorGha2007,
author=         "Y. W. Teh and D. {G\"or\"ur} and Z. Ghahramani",
title=          "Stick-breaking Construction for the {I}ndian Buffet Process",
booktitle=      "Proceedings of the International Conference on Artificial
                 Intelligence and Statistics",
volume=         "11",
year=           "2007"
}


@inproceedings{KurWelTeh2007,
title=          "Collapsed Variational {D}irichlet Process Mixture Models",
author=         "K. Kurihara and M. Welling and Y. W. Teh",
booktitle=      "Proceedings of the International Joint Conference on
                 Artificial Intelligence",
volume=         "20",
year=           "2007"
}


@inproceedings{TehNewWel2007,
title=          "A Collapsed Variational {B}ayesian Inference Algorithm for
                 Latent {D}irichlet Allocation",
author=         "Y. W. Teh and D. Newman and M. Welling",
booktitle=      "Advances in Neural Information Processing Systems",
volume=         "19",
year=           "2007"
}


@article{TehJorBea2006,
title=          "Hierarchical {D}irichlet Processes",
author=         "Y. W. Teh and M. I. Jordan and M. J. Beal and D. M. Blei",
journal=        "Journal of the American Statistical Association",
volume=         "101",
number=         "476",
pages=          "1566-1581",
year=           "2006"
}


@article{HinOsiTeh2006,
title=          "A Fast Learning Algorithm for Deep Belief Networks",
author=         "G. E. Hinton and S. Osindero and Y. W. Teh",
journal=        "Neural Computation",
volume=         "18",
number=         "7",
pages=          "1527-1554",
year=           "2006"
}


@article{HinOsiWel2006,
title=          "Unsupervised Discovery of Non-Linear Structure using
                 Contrastive "Backpropagation",
author=         "G. E. Hinton and S. Osindero and M. Welling and Y. W. Teh",
journal=        "Cognitive Science",
volume=         "30",
number=         "4",
year=           "2006"
}


@inproceedings{Teh2006b,
title=          "A Hierarchical {B}ayesian Language Model based on 
                 {P}itman-{Y}or Processes",
author=         "Y. W. Teh",
booktitle=      "Proceedings of the 21st International Conference on 
                 Computational Linguistics and 44th Annual Meeting of 
                 the Association for Computational Linguistics",
pages=          "985-992",
year=           "2006",
url=            {http://www.aclweb.org/anthology/P/P06/P06-1124}
}


@inproceedings{XinSohJor2006,
title=          "{B}ayesian Multi-Population Haplotype Inference via a
                Hierarchical {D}irichlet Process Mixture",
author=         "E. P. Xing and K.-A. Sohn and M. I. Jordan and Y. W. Teh",
booktitle=      "Proceedings of the International Conference on Machine
                 Learning",
volume=         "23",
year=           "2006"
}


@techreport{LeeZhaTeh2006,
author=         "W. S. Lee and X. Zhang and Y. W. Teh",
title=          "Semi-supervised Learning in Reproducing Kernel {H}ilbert
                Spaces Using Local Invariances",
number=         "TRB3/06",
institution=    "School of Computing, National University of Singapore",
year=           "2006"
}


@techreport{Teh2006a,
author=         "Y. W. Teh",
title=          "A {B}ayesian Interpretation of Interpolated {K}neser-{N}ey",
number=         "TRA2/06",
institution=    "School of Computing, National University of Singapore",
year=           "2006"
}


@inproceedings{WelMinTeh2005,
author=         "M. Welling and T. Minka and Y. W. Teh",
title=          "Structured Region Graphs: Morphing {EP} into {GBP}",
booktitle=      "Proceedings of the International Conference on Uncertainty
                 in Artificial Intelligence",
volume=         "21",
year=           "2005"
}


@inproceedings{TehSeeJor2005,
author=         "Y. W. Teh and M. Seeger and M. I. Jordan",
title=          "Semiparametric Latent Factor Models",
booktitle=      "Proceedings of the International Workshop on Artificial
                 Intelligence and Statistics",
volume=         "10",
year=           "2005"
}


@techreport{SeeTehJor2005,
author=         "M. Seeger and Y. W. Teh and M. I. Jordan",
title=          "Semiparametric Latent Factor Models",
institution=    "Division of Computer Science, University of California 
                 at Berkeley",
year=           "2005"
}


@inproceedings{TehJorBea2005,
author=         "Y. W. Teh and M. I. Jordan and M. J. Beal and D. M. Blei",
title=          "Sharing Clusters among Related Groups:
                 Hierarchical {D}irichlet Processes",
booktitle=      "Advances in Neural Information Processing Systems",
volume=         "17",
year=           "2005"
}


@inproceedings{EdwTehFor2005,
author=         "J. Edwards and Y. W. Teh and D. A. Forsyth and R. Bock and
                 M. Maire and G. Vesom",
title=          "Making Latin Manuscripts Searchable using {gHMM}'s",
booktile=       "Advances in Neural Information Processing Systems",
volume=         "17",
year=           "2005"
}


@inproceedings{MilBerEdw2004,
author=         "T. Miller and A. C. Berg and J. Edwards and M. Maire and
                 R. White and Y. W. Teh and E. Learned-Miller and       
                 D. A. Forsyth",
title=          "Faces and Names in the News",
booktitle=      "Proceedings of the Conference on Computer Vision and 
                 Pattern Recognition",
year=           "2004"
}


@inproceedings{WelRosTeh2004,
author=         "M. Welling and M. Rosen-Zvi and Y. W. Teh",
title=          "Approximate Inference by Markov Chains on Union Spaces",
booktitle=      "Proceedings of the International Conference on Machine
                 Learning",
volume=         "21",
year=           "2004"
}


@techreport{TehJorBea2004,
author=		"Y. W. Teh and M. I. Jordan and M. J. Beal and D. M. Blei",
title=		"Hierarchical {D}irichlet Processes",
number=		"653",
institution=	"Department of Statistics, University of California 
		 at Berkeley",
year=		"2004"
}


@inproceedings{WelTeh2004b,
author=		"M. Welling and Y. W. Teh",
title=		"Linear Response Algorithms for Approximate Inference",
booktitle=	"Advances in Neural Information Processing Systems",
volume=		"16",
year=		"2004"
}


@article{WelTeh2004a,
author=		"M. Welling and Y. W. Teh",
title=		"Linear Response Algorithms for Approximate Inference 
		 in Graphical Models",
journal=	"Neural Computation",
volume=		"16",
pages=		"197-221",
year=		"2004"
}


@article{TehWelOsi2003,
author=		"Y. W. Teh and M. Welling and S. Osindero and G. E. Hinton",
title=		"Energy-Based Models for Sparse Overcomplete Representations",
journal=	"Journal of Machine Learning Research",
volume=		"4",
month=		"Dec",
pages=		"1235-1260",
year=		"2003"
}


@phdthesis{Teh2003,
author=		"Y. W. Teh",
title=		"Bethe Free Energy and Contrastive Divergence Approximations 
		 for Undirected Graphical Models",
school=		"Department of Computer Science, University of Toronto",
year=		"2003"
}


@inproceedings{TehWel2003,
author=		"Y. W. Teh and M. Welling",
title=		"On Improving the Efficiency of the Iterative Proportional
		 Fitting Procedure",
booktitle=	"Proceedings of the International Workshop on Artificial 
		 Intelligence and Statistics",
volume=		"9",
year=		"2003"
}


@article{WelTeh2003,
author=		"M. Welling and Y. W. Teh",
title=		"Approximate Inference in {B}oltzmann Machines",
journal=	"Artificial Intelligence",
volume=		"143",
number=		"1",
pages=		"19-50",
year=		"2003"
}


@inproceedings{TehRow2003,
author=		"Y. W. Teh and S. Roweis",
title=		"Automatic Alignment of Local Representations",
booktitle=	"Advances in Neural Information Processing Systems",
volume=		"15",
year=		"2003"
}


@inproceedings{KakTehRow2002,
author=		"S. Kakade and Y. W. Teh and S. Roweis",
title=		"An Alternate Objective Function for {M}arkovian Fields",
booktitle=	"Proceedings of the International Conference on Machine 
		 Learning",
volume=		"19",
year=		"2002"
}


@inproceedings{HinWelTeh2001,
author=		"G. E. Hinton and M. Welling and Y. W. Teh and S. Osindero",
title=          "A New View of {ICA}",
booktitle=      "Proceedings of the International Conference on 
                 Independent Component Analysis and Blind Signal Separation",
volume=         "3",
year=           "2001"
}


@inproceedings{HinTeh2001,
author=		"G. E. Hinton and Y. W. Teh",
title=		"Discovering Multiple Constraints that are Frequently 
		 Approximately Satisfied",
booktitle=	"Proceedings of the International Conference on Uncertainty
		in Artificial Intelligence",
volume=		"17",
year=		"2001"
}
		 

@inproceedings{TehWel2002,
author=		"Y. W. Teh and M. Welling",
title=		"The Unified Propagation and Scaling Algorithm",
booktitle=	"Advances in Neural Information Processing Systems",
volume=		"14",
year=		"2002"
}


@inproceedings{WelTeh2001,
author=		"M. Welling and Y. W. Teh",
title=		"Belief Optimization for Binary Networks:
		 a Stable Alternative to Loopy Belief Propagation",
booktitle=	"Proceedings of the International Conference on Uncertainty 
		 in Artificial Intelligence",
volume=		"17",
year=		"2001"
}


@techreport{TehWel2001,
author=		"Y. W. Teh and M. Welling",
title=		"Passing and Bouncing Messages for Generalized Inference",
number=		"GCNU TR 2001-01",
institution=	"Gatsby Computational Neuroscience Unit, University College
		 London",
year=		"2001"
}


@inproceedings{TehHin2001,
author=		"Y. W. Teh and G. E. Hinton",
title=		"Rate-Coded Restricted {B}oltzmann Machines for Face
		 Recognition",
booktitle=	"Advances in Neural Information Processing Systems",
volume=		"13",
year=		"2001"
}


@mastersthesis{Teh2000,
author=		"Y. W. Teh",
title=		"Learning to Parse Images",
school=		"Department of Computer Science, University of Toronto",
year=		"2000"
}


@inproceedings{HinGhaTeh2000,
author=		"G. E. Hinton and Z. Ghahramani and Y. W. Teh",
title=          "Learning to Parse Images",
booktitle=      "Advances in Neural Information Processing Systems",
volume=         "12",
year=           "2000"
}


@inproceedings{BacTeh1998,
author=		"F. Bacchus and Y. W. Teh",
title=		"Making Forward Chaining Relevant",
booktitle=	"Proceedings of the International Conference on Artificial
		 Intelligence Planning Systems",
year=		"1998"
}