Bayesian nonparametric models for bipartite graphs Franc¸ois Caron INRIA IMB - University of Bordeaux Talence, France

Source URL: papers.nips.cc

1 Journal of Scientific Exploration, Vol. 4, No. 2, pp, $3.00+.00 Pergamon Press plc. Printed in the USA. ©1991 Society for Scientific Exploration Bayesian Analysis of Random Event Generator D

Source URL: quasar.as.utexas.edu

An Alternative Prior Process for Nonparametric Bayesian Clustering Hanna M. Wallach Department of Computer Science University of Massachusetts Amherst

Source URL: www-stat.wharton.upenn.edu

• Statistics
• Stochastic processes
• Statistical theory
• Probability
• Hierarchical Dirichlet process
• Dirichlet process
• PitmanYor process
• Chinese restaurant process
• Dirichlet distribution
• Mixture model
• Concentration parameter
• Pattern recognition

A Nonparametric Bayesian Approach to Modeling Overlapping Clusters Zoubin Ghahramani∗ Engineering Department University of Cambridge

Source URL: mlg.eng.cam.ac.uk

Bayesian Analysis of RR Lyrae Distances and Kinematics William H. Jefferys , Thomas R. Jefferys and Thomas G. Barnes University of Texas at Austin, USA

Source URL: quasar.as.utexas.edu

BAYESIAN STATISTICS 7, pp. 000–000 J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid, D. Heckerman, A. F. M. Smith and M. West (Eds.) c Oxford University Press, 2003

Source URL: www.gatsby.ucl.ac.uk

Sparse Bayesian Nonparametric Regression Fran¸ cois Caron Arnaud Doucet

Source URL: icml2008.cs.helsinki.fi

1 A short introduction to information theory and Bayesian Model Averaging Olivier Catoni May 3, 2012

Source URL: www.math.ens.fr

Variational Inference for Bayesian Mixtures of Factor Analysers Zoubin Ghahramani and Matthew J. Beal Gatsby Computational Neuroscience Unit University College London

Source URL: mlg.eng.cam.ac.uk

A PAC-Bayesian approach to adaptive classification Olivier Catoni March 17, 2005 (revised from a draft submitted in August 8, 2003)

Source URL: www.math.ens.fr