@string{aistats05 = "Proceedings of the Tenth International Workshop
on Artificial Intelligence and Statistics, Jan 6-8, 2005, Savannah
Hotel, Barbados"}


@InProceedings{agarwal:aistats2005,
title ={A Uniform Convergence Bound for the Area Under the {ROC} Curve},
pages = {1-8},
author = {Shivani Agarwal and Sariel Har-Peled and Dan Roth},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{bach:aistats2005,
title ={On the Path to an Ideal {ROC} Curve: Considering
  Cost Asymmetry in Learning Classifiers},
pages = {9-16},
author = {Francis Bach and David Heckerman and Eric Horvitz},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{belkin:aistats2005,
title ={On Manifold Regularization},
pages = {17-24},
author = {Misha Belkin and Partha Niyogi and Vikas Sindhwani},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{blitzer:aistats2005,
title ={Distributed Latent Variable Models of Lexical Co-occurrences},
pages = {25-32},
author = {John Blitzer and Amir Globerson and Fernando Pereira},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{carreiraperpin:aistats2005,
title ={On Contrastive Divergence Learning},
pages = {33-40},
author = {Miguel \'A. Carreira-Perpi{\~n} and Geoffrey Hinton},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{cavallini:aistats2005,
title ={{OOBN} for Forensic Identification through Searching a {DNA} profiles'
 Database},
pages = {41-48},
author = {David Cavallini and Fabio Corradi},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{chapelle:aistats2005,
title ={Active Learning for Parzen Window Classifier},
pages = {49-56},
author = {Olivier Chapelle},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{chapelle:zien:aistats2005,
title ={Semi-Supervised Classification by Low Density Separation},
pages = {57-64},
author = {Olivier Chapelle and Alexander Zien},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{cour:aistats2005,
title ={Learning spectral graph segmentation},
pages = {65-72},
author = {Timoth{\'e}e Cour and Nicolas Gogin and Jianbo Shi},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{cowans:aistats2005,
title = {A Graphical Model for Simultaneous Partitioning and Labeling},
pages = {73-80},
author = {Philip J. Cowans and Martin Szummer},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{dash:aistats2005,
title ={Restructuring Dynamic Causal Systems in Equilibrium},
pages = {81-88},
author = {Denver Dash},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{dawid:aistats2005,
title ={Probability and Statistics in the Law},
pages = {89-95},
author = {Philip Dawid},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{delalleau:aistats2005,
title ={Efficient Non-Parametric Function Induction in Semi-Supervised
 Learning},
pages = {96-103},
 author = {Olivier Delalleau and Yoshua Bengio and Nicolas Le Roux},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{geiger:aistats2005,
title ={Structured Variational Inference Procedures and their
 Realizations},
pages = {104-111},
author = {Dan Geiger and Chris Meek},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{gretton:aistats2005,
title ={Kernel Constrained Covariance for Dependence Measurement},
pages = {112-119},
author = {%
Arthur Gretton and Alexander Smola and Olivier Bousquet and Ralf Herbrich and 
Andrei Belitski and Mark Augath and Yusuke Murayama and Jon Pauls and 
 Bernhard Sch\"olkopf and Nikos Logothetis},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{ham:aistats2005,
title ={Semisupervised alignment of manifolds},
pages = {120-127},
author = {Jihun Ham and Daniel Lee and Lawrence Saul},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{hinton:aistats2005,
title ={Learning Causally Linked Markov Random Fields},
pages = {128-135},
author = {Geoffrey Hinton and Simon Osindero and Kejie Bao},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{hein:aistats2005,
title ={Hilbertian Metrics and Positive Definite Kernels on Probability
 Measures},
pages = {136-143},
author = {Matthias Hein and Olivier Bousquet},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{hutter:aistats2005,
title ={Fast Non-Parametric Bayesian Inference on Infinite Trees},
pages = {144-151},
author = {Marcus Hutter},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{hojsgaard:aistats2005,
title ={Restricted concentration models -- 
 graphical Gaussian models with concentration parameters
 restricted to being equal},
pages = {152-157},
author = {S{\o}ren H{\o}jsgaard and Steffen Lauritzen},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{klaas:aistats2005,
title ={Fast maximum a-posteriori inference on Monte Carlo state spaces},
pages = {158-165},
author = {Mike Klaas and Dustin Lang and Nando de Freitas},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{kannan:aistats2005,
title ={Generative Model for Layers of Appearance and Deformation},
pages = {166-173},
author = {Anitha Kannan and Nebojsa Jojic and Brendan Frey},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{knuth:aistats2005,
title ={Toward Question-Asking Machines: The Logic of Questions and the
 Inquiry Calculus},
pages = {174-180},
author = {Kevin Knuth},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{kolmogorov:aistats2005,
title ={Convergent tree-reweighted message passing for energy
 minimization},
pages = {182-189},
 author = {Vladimir Kolmogorov},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{kuroki:aistats2005,
title ={Instrumental variable tests for Directed Acyclic Graph Models},
pages = {190-197},
author = {Manabu Kuroki and Zhihong Cai},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{langford:aistats2005,
title ={Estimating Class Membership Probabilities using Classifier
 Learners},
pages = {198-205},
author = {John Langford and Bianca Zadrozny},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{lecun:aistats2005,
title ={Loss Functions for Discriminative Training of Energy-Based Models},
pages = {206-213},
author = {Yann LeCun and Fu Jie Huang},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{markowetz:aistats2005,
title ={Probabilistic Soft Interventions in Conditional Gaussian Networks},
pages = {214-221},
author = {Florian Markowetz and Steffen Grossmann and Rainer Spang},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{marlin:aistats2005,
title ={Unsupervised Learning with Non-Ignorable Missing Data},
pages = {222-229},
author = {Benjamin M. Marlin and Sam T. Roweis and Richard S. Zemel},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{meila:aistats2005,
title ={Regularized spectral learning},
pages = {230-237},
author = {Marina Meil\u{a} and Susan Shortreed and Liang Xu},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{milch:aistats2005,
title = {Approximate Inference for Infinite Contingent Bayesian Networks},
pages = {238-245},
author = {Brian Milch and Bhaskara Marthi and David Sontag and Stuart Russell and
 Daniel L. Ong and Andrey Kolobov},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{morin:aistats2005,
title ={Hierarchical Probabilistic Neural Network Language Model},
pages = {246-252},
author = {Frederic Morin and Yoshua Bengio},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{ouimet:aistats2005,
title ={Greedy Spectral Embedding},
pages = {253-260},
author = {Marie Ouimet and Yoshua Bengio},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{platt:aistats2005,
title ={FastMap, MetricMap, and Landmark MDS are all Nystrom Algorithms},
pages = {261-268},
author = {John Platt},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{qi:aistats2005,
title ={Bayesian Conditional Random Fields},
pages = {269-276},
author = {Yuan Qi and Martin Szummer and Tom Minka},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{rajaram:aistats2005,
title ={Poisson-Networks: A Model for Structured Poisson Processes},
pages = {277-284},
author = {Shyamsundar Rajaram and Graepel Thore and Ralf Herbrich},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{reyesgomez:aistats2005,
title ={Deformable Spectrograms},
pages = {285-292},
author = {Manuel Reyes-Gomez and Nebojsa Jojic and Daniel Ellis},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{rennie:aistats2005,
title ={Variational Speech Separation of More Sources than Mixtures},
pages = {293-300},
author = {Steven J. Rennie and Kannan Achan and Brendan J. Frey and Parham Aarabi},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{riggelsen:aistats2005,
title ={Learning Bayesian Network Models from Incomplete Data using
 Importance Sampling},
pages = {301-308},
author = {Carsten Riggelsen and Ad Feelders},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{roos:aistats2005,
title = {On the Behavior of MDL Denoising},
pages = {309-316},
author = {Teemu Roos and Petri Myllym\"aki  and Henry Tirri},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{rosales:aistats2005,
title ={Focused Inference},
pages = {317-324},
author = {Romer Rosales and Tommi Jaakkola},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{smola:aistats2005,
title ={Kernel Methods for Missing Variables},
pages = {325-332},
author = {Alex J. Smola and S. V. N. Vishwanathan and Thomas Hofmann},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{teh:aistats2005,
title ={Semiparametric latent factor models},
pages = {333-340},
author = {Yee Whye Teh and Matthias Seeger and Michael I. Jordan},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{thiesson:aistats2005,
title ={Efficient Gradient Computation for Conditional Gaussian Models},
pages = {341-348},
author = {Bo Thiesson and Chris Meek},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{tsang:aistats2005,
title ={Very Large SVM Training using Core Vector Machines},
pages = {349-356},
author = {Ivor Tsang and James Kwok and Pak-Ming Cheung},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{ungar:aistats2005,
title ={Streaming Feature Selection using IIC},
pages = {357-364},
author = {Lyle H. Ungar and Jing Zhou and Dean P. Foster and Bob A. Stine},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{vovk:aistats2005,
title ={Defensive Forecasting},
pages = {365-372},
author = {Vladimir Vovk and Akimichi Takemura and Glenn Shafer},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{wang:aistats2005,
title ={Inadequacy of interval estimates corresponding to variational 
Bayesian approximations},
pages = {373-380},
author = {Bo Wang and D. M. Titterington},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{weinberger:aistats2005,
title ={Nonlinear Dimensionality Reduction by Semidefinite Programming and
 Kernel Matrix Factorization},
pages = {381-388},
author = {Kilian Weinberger and Benjamin Packer and Lawrence Saul},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{welling:a::aistats2005,
title ={An Expectation Maximization Algorithm for Inferring Offset-Normal
 Shape Distributions},
pages = {389-396},
author = {Max Welling},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{welling:sutton:aistats2005,
title ={Learning in Markov Random Fields with Contrastive Free Energies},
pages = {397-404},
author = {Max Welling and Charles Sutton},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{welling:b::aistats2005,
title ={Robust Higher Order Statistics},
pages = {405-412},
author = {Max Welling},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{weston:aistats2005,
title ={Online (and Offline) on an Even Tighter Budget},
pages = {413-420},
 author = {Jason Weston and Antoine Bordes and Leon Bottou},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{wiegerinck:aistats2005,
title ={Approximations with Reweighted Generalized Belief Propagation},
pages = {421-428},
author = {Wim Wiegerinck},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{yehezkel:aistats2005,
title ={Recursive Autonomy Identification for Bayesian Network Structure
 Learning},
pages = {429-436},
author = {Raanan Yehezkel and Boaz Lerner},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{yu:aistats2005,
title ={Dirichlet Enhanced Latent Semantic Analysis},
pages = {437-444},
author = {Kai Yu and Shipeng Yu and Volker Tresp},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}

@InProceedings{zoeter:aistats2005,
title = {Gaussian Quadrature Based Expectation Propagation},
pages = {445-452},
author = {Onno Zoeter and Tom Heskes},
booktitle = aistats05,
editor = {Robert G. Cowell and Zoubin Ghahramani},
year = {2005},
publisher = {Society for Artificial Intelligence and Statistics},
note = {(Available electronically at \mbox{http://www.gatsby.ucl.ac.uk/aistats/})}
}