Christopher C. Holmes - researchr alias

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Viewing Publication 1 - 17 from 17

2024

2023

PWSHAP: A Path-Wise Explanation Model for Targeted VariablesLucile Ter-Minassian, Oscar Clivio, Karla DiazOrdaz, Robin J. Evans, Christopher C. Holmes. icml 2023: 34054-34089 [doi]

2021

Improving VAEs' Robustness to Adversarial AttackMatthew Willetts, Alexander Camuto, Tom Rainforth, Stephen J. Roberts, Christopher C. Holmes. iclr 2021: [doi]

2018

Probabilistic Boolean Tensor DecompositionTammo Rukat, Christopher C. Holmes, Christopher Yau. icml 2018: 4410-4419 [doi]

2017

On Markov chain Monte Carlo methods for tall dataRémi Bardenet, Arnaud Doucet, Christopher C. Holmes. jmlr, 18, 2017. [doi]

Bayesian Boolean Matrix FactorisationTammo Rukat, Christopher C. Holmes, Michalis K. Titsias, Christopher Yau. icml 2017: 2969-2978 [doi]

2014

Towards scaling up Markov chain Monte Carlo: an adaptive subsampling approachRémi Bardenet, Arnaud Doucet, Christopher C. Holmes. icml 2014: 405-413 [doi]

2013

NucleoFinder: a statistical approach for the detection of nucleosome positionsJeremie Becker, Christopher Yau, John M. Hancock, Christopher C. Holmes. bioinformatics, 29(6):711-716, 2013. [doi]

2012

GREVE: Genomic Recurrent Event ViEwer to assist the identification of patterns across individual cancer samplesJean-Baptiste Cazier, Christopher C. Holmes, John Broxholme. bioinformatics, 28(22):2981-2982, 2012. [doi]

2011

Stochastic boosting algorithmsAjay Jasra, Christopher C. Holmes. sac, 21(3):335-347, 2011. [doi]

2010

A Bayesian approach using covariance of single nucleotide polymorphism data to detect differences in linkage disequilibrium patterns between groups of individualsTaane G. Clark, Susana G. Campino, Elisa Anastasi, Sarah Auburn, Yik Y. Teo, Kerrin S. Small, Kirk A. Rockett, Dominic Kwiatkowski, Christopher C. Holmes. bioinformatics, 26(16):1999-2003, 2010. [doi]

2009

A boosting approach to structure learning of graphs with and without prior knowledgeShahzia Anjum, Arnaud Doucet, Christopher C. Holmes. bioinformatics, 25(22):2929-2936, 2009. [doi]

2008

GenoSNP: a variational Bayes within-sample SNP genotyping algorithm that does not require a reference populationEleni Giannoulatou, Christopher Yau, Stefano Colella, Jiannis Ragoussis, Christopher C. Holmes. bioinformatics, 24(19):2209-2214, 2008. [doi]

Interacting sequential Monte Carlo samplers for trans-dimensional simulationAjay Jasra, Arnaud Doucet, David A. Stephens, Christopher C. Holmes. csda, 52(4):1765-1791, 2008. [doi]

2007

On population-based simulation for static inferenceAjay Jasra, David A. Stephens, Christopher C. Holmes. sac, 17(3):263-279, 2007. [doi]

2000

Bayesian wavelet networks for nonparametric regressionChristopher C. Holmes, Bani K. Mallick. tnn, 11(1):27-35, 2000. [doi]

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