John T. Ormerod

Available identifiers

zbMath Open ormerod.john-tMaRDI QIDQ405330

List of research outcomes

Publication	Date of Publication	Type
An Approximated Collapsed Variational Bayes Approach to Variable Selection in Linear Regression	2024-01-22	Paper
LowRankQP	2023-08-10	Software
Diagonal Discriminant Analysis With Feature Selection for High-Dimensional Data	2022-03-28	Paper
Fast and Accurate Binary Response Mixed Model Analysis via Expectation Propagation	2021-01-22	Paper
Variational discriminant analysis with variable selection	2020-08-27	Paper
scMerge leverages factor analysis, stable expression, and pseudoreplication to merge multiple single-cell RNA-seq datasets	2020-03-04	Paper
Variational nonparametric discriminant analysis	2019-11-22	Paper
Mean field variational Bayesian inference for support vector machine classification	2018-11-23	Paper
Mean field variational Bayesian inference for nonparametric regression with measurement error	2018-11-02	Paper
Bayesian hypothesis tests with diffuse priors: Can we have our cake and eat it too?	2017-10-25	Paper
A variational Bayes approach to variable selection	2017-10-12	Paper
Wavelet-based gradient boosting	2016-07-29	Paper
On generalized degrees of freedom with application in linear mixed models selection	2016-07-29	Paper
ON SEMIPARAMETRIC REGRESSION WITH O'SULLIVAN PENALISED SPLINES	2016-06-01	Paper
On Variational Bayes Estimation and Variational Information Criteria for Linear Regression Models	2016-04-27	Paper
Mean field variational Bayes for elaborate distributions	2016-02-08	Paper
Mean field variational Bayes for continuous sparse signal shrinkage: pitfalls and remedies	2014-09-05	Paper
Penalized wavelets: embedding wavelets into semiparametric regression	2013-05-28	Paper
Grid based variational approximations	2012-09-15	Paper
Variational Bayesian Inference for Parametric and Nonparametric Regression With Missing Data	2012-01-18	Paper
Penalized spline support vector classifiers computational issues	2011-02-22	Paper
https://portal.mardi4nfdi.de/entity/Q3074776	2011-02-10	Paper
Explaining Variational Approximations	2010-10-11	Paper
ON SEMIPARAMETRIC REGRESSION WITH O'SULLIVAN PENALIZED SPLINES	2008-10-15	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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