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keywords = Nonparametric (15 entries)  Select: All None   Action: Show BibTeX

Volker Tresp. 2006. Dirichlet Processes and Nonparametric Bayesian Modelling. [Bayes, Nonparametric, Dirichlet, npbayes] pdf google scholar
Michael I. Jordan. 2005. Dirichlet Processes, Chinese Restaurant Processes and all that. NIPS Tutorial. [Bayes, Nonparametric, Dirichlet, npbayes] pdf ps google scholar
Matthias Seeger. 2005. Gaussian Processes for Machine Learning: Where Are We and Where Could We Go?. [Bayes, Nonparametric, npbayes] pdf google scholar
Zoubin Ghahramani. 2005. Non-parametric Bayesian Methods. UAI '05 Tutorial. [Bayes, Nonparametric, npbayes] pdf google scholar
Matthias Seeger. 2005. Bayesian Gaussian Process Models: PAC-Bayesian Generalisation Error Bounds and Sparse Approximations. University of Edinburgh. [Bayes, Nonparametric, npbayes] pdf google scholar
Matthias Seeger. 2004. Gaussian Processes for Machine Learning. [Bayes, Nonparametric, npbayes] pdf google scholar
Radford M. Neal. 2003. Introduction to Infinite Models. [Bayes, Nonparametric, npbayes] pdf google scholar
Matthias Seeger. 2002. Bayesian Gaussian Processes. [Bayes, Nonparametric, npbayes] pdf google scholar
Matthias Seeger. 2002. Relationships between Gaussian processes, Support Vector machines and Smoothing Splines. [Bayes, Nonparametric, SVM, npbayes] pdf google scholar
Matthias Seeger. 1999. Bayesian methods for Support Vector machines and Gaussian processes. [Bayes, Nonparametric, SVM, npbayes] pdf google scholar
Matthias Seeger. 1998. Bayesian Methods for Gaussian Processes, November. Seminar of Statistische Lerntheorie, Karlsruhe, Germany. [Bayes, Nonparametric, npbayes] ps google scholar
Thomas S. Ferguson. 1973. A Bayesian Analysis of Some Nonparametric Problems. The Annals of Statistics. [Bayes, Nonparametric, npbayes] pdf google scholar
David J. C. Mackay. Introduction to Gaussian Processes. [Bayes, Nonparametric, npbayes] pdf google scholar
Peter Müller and Fernando A. Quintana. Nonparametric Bayesian Data Analysis. [Bayes, Nonparametric, npbayes] pdf google scholar
Matthias Seeger, et al. Efficient Nonparametric Bayesian Modelling with Sparse Gaussian Process Approximations. [Bayes, Nonparametric, npbayes] pdf google scholar

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