Search Results for author: John T. Ormerod

Found 3 papers, 2 papers with code

Variational Discriminant Analysis with Variable Selection

1 code implementation17 Dec 2018 Weichang Yu, John T. Ormerod, Michael Stewart

A Bayesian method that seamlessly fuses classification via discriminant analysis and hypothesis testing is developed.

Methodology

Variational Nonparametric Discriminant Analysis

1 code implementation10 Dec 2018 Weichang Yu, Lamiae Azizi, John T. Ormerod

Variable selection and classification methods are common objectives in the analysis of high-dimensional data.

Methodology

Mean field variational Bayesian inference for support vector machine classification

no code implementations13 May 2013 Jan Luts, John T. Ormerod

A mean field variational Bayes approach to support vector machines (SVMs) using the latent variable representation on Polson & Scott (2012) is presented.

Bayesian Inference Classification +2

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