Streaming Variational Inference for Bayesian Nonparametric Mixture Models arXiv:1412.0694v3 [stat.ML] 21 AprAlex Tank

Source URL: arxiv.org

Plackett-Luce regression: A new Bayesian model for polychotomous data C´ edric Archambeau Xerox Research Center Europe

Source URL: www.stats.ox.ac.uk

Evidence Estimation for Bayesian Partially Observed MRFs Yutian Chen Department of Computer Science University of California, Irvine Irvine, CA 92697

Source URL: www.cantab.net

2010 IEEE International Workshop on Machine Learning for Signal Processing (MLSPAugust 29 – September 1, 2010, Kittilä, Finland IMAGE PRIOR COMBINATION IN SUPER-RESOLUTION IMAGE REGISTRATION & RECONSTRUCTION Sa

Source URL: decsai.ugr.es

• Probability distributions
• Statistical models
• Gamma distribution
• Variational Bayesian methods
• Bayesian network
• Normal distribution
• KullbackLeibler divergence

Bayesian nonparametric inference for species variety with a two parameter Poisson-Dirichlet process prior Stefano Favaro Universita` Bocconi, Italy Antonio Lijoi

Source URL: economia.unipv.it

Vol. 20 no, pages 1557–1564 doi:bioinformatics/bth127 BIOINFORMATICS BioOptimizer: a Bayesian scoring function

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

Integrated Pre-Processing for Bayesian Nonlinear System Identification with Gaussian Processes Roger Frigola University of Cambridge Machine Learning Group

Source URL: www.rogerfrigola.com

Downloaded from http://rsta.royalsocietypublishing.org/ on December 28, 2015 rsta.royalsocietypublishing.org A hierarchical Bayesian framework for force field

Source URL: cse-lab.ethz.ch

Locally-Biased Bayesian Optimization using Nonstationary Gaussian Processes Ruben Martinez-Cantin Centro Universitario de la Defensa Zaragoza, 50090, Spain

Source URL: bayesopt.github.io

EPJ Web of Conferences 101 , DOI: epjconf 0 8  C Owned by the authors, published by EDP Sciences, 2015 Bayesian Magic in Asteroseismology

Source URL: www.epj-conferences.org