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Proceedings. Mathematical, Physical, and Engineering Sciences|September 9, 2015
Probabilistic numerics and uncertainty in computationsPhilipp Hennig, Michael A Osborne, Mark Girolami
Neural Computation|February 28, 2002
Orthogonal series density estimation and the kernel eigenvalue problemMark Girolami
Bioinformatics (Oxford, England)|July 18, 2008
BioBayes: a software package for Bayesian inference in systems biologyVladislav Vyshemirsky, Mark Girolami
Scandinavian Journal of Statistics, Theory and Applications|October 14, 2014
Geodesic Monte Carlo on Embedded ManifoldsSimon Byrne, Mark Girolami
Bioinformatics (Oxford, England)|June 18, 2004
Biologically valid linear factor models of gene expressionMark Girolami, Rainer Breitling
IEEE Transactions on Pattern Analysis and Machine Intelligence|September 10, 2015
Pseudo-Marginal Bayesian Inference for Gaussian ProcessesMaurizio Filippone, Mark Girolami
Neural Computation|January 1, 2013
Online learning with (multiple) kernels: a reviewTom Diethe, Mark Girolami
Bioinformatics (Oxford, England)|May 10, 2005
A Bayesian regression approach to the inference of regulatory networks from gene expression dataSimon Rogers, Mark Girolami
Bioinformatics (Oxford, England)|November 16, 2007
Vbmp: variational Bayesian Multinomial Probit Regression for multi-class classification in RNicola Lama, Mark Girolami
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