Bertrand S. Clarke

Orcid: 0000-0001-5793-7265

According to our database1, Bertrand S. Clarke authored at least 22 papers between 1990 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Predictive stability criteria for penalty selection in linear models.
Comput. Stat., May, 2024

2022
Model Averaging Is Asymptotically Better Than Model Selection For Prediction.
J. Mach. Learn. Res., 2022

2020
In praise of partially interpretable predictors.
Stat. Anal. Data Min., 2020

2019
Model Selection via the VC Dimension.
J. Mach. Learn. Res., 2019

2018
On the Interpretation of Ensemble Classifiers in Terms of Bayes Classifiers.
J. Classif., 2018

2016
Using the Bayesian Shtarkov solution for predictions.
Comput. Stat. Data Anal., 2016

EnsCat: clustering of categorical data via ensembling.
BMC Bioinform., 2016

2015
Regular, median and Huber cross-validation: A computational comparison.
Stat. Anal. Data Min., 2015

A General Hybrid Clustering Technique.
CoRR, 2015

2013
A Bayesian criterion for cluster stability.
Stat. Anal. Data Min., 2013

Special Issue on Statistical Learning.
Stat. Anal. Data Min., 2013

2011
On the limits of clustering in high dimensions via cost functions.
Stat. Anal. Data Min., 2011

2010
Asymptotics of Bayesian median loss estimation.
J. Multivar. Anal., 2010

Statistical expression deconvolution from mixed tissue samples.
Bioinform., 2010

2009
Prequential analysis of complex data with adaptive model reselection.
Stat. Anal. Data Min., 2009

2008
A Bayesian Approach to Cluster Validation.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

2007
Information Conversion, Effective Samples, and Parameter Size.
IEEE Trans. Inf. Theory, 2007

2003
Comparing Bayes Model Averaging and Stacking When Model Approximation Error Cannot be Ignored.
J. Mach. Learn. Res., 2003

1999
An Information Criterion for Likelihood Selection.
IEEE Trans. Inf. Theory, 1999

Asymptotic Normality of the Posterior in Relative Entropy.
IEEE Trans. Inf. Theory, 1999

Discussion of the Papers by Rissanen, and by Wallace and Dowe.
Comput. J., 1999

1990
Information-theoretic asymptotics of Bayes methods.
IEEE Trans. Inf. Theory, 1990


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