Bertrand S. Clarke

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Predictive stability criteria for penalty selection in linear models.

Dean Dustin, Bertrand S. Clarke, Jennifer Clarke

Comput. Stat., May, 2024

2022

Model Averaging Is Asymptotically Better Than Model Selection For Prediction.

Tri M. Le, Bertrand S. Clarke

J. Mach. Learn. Res., 2022

2020

In praise of partially interpretable predictors.

Tri Le, Bertrand S. Clarke

Stat. Anal. Data Min., 2020

2019

Model Selection via the VC Dimension.

Merlin Mpoudeu, Bertrand S. Clarke

J. Mach. Learn. Res., 2019

2018

On the Interpretation of Ensemble Classifiers in Terms of Bayes Classifiers.

Tri Le, Bertrand S. Clarke

J. Classif., 2018

2016

Using the Bayesian Shtarkov solution for predictions.

Tri Le, Bertrand S. Clarke

Comput. Stat. Data Anal., 2016

EnsCat: clustering of categorical data via ensembling.

Bertrand S. Clarke, Saeid Amiri, Jennifer Clarke

BMC Bioinform., 2016

2015

Regular, median and Huber cross-validation: A computational comparison.

Chi Wai Yu, Bertrand S. Clarke

Stat. Anal. Data Min., 2015

A General Hybrid Clustering Technique.

Saeid Amiri, Bertrand S. Clarke, Jennifer Clarke, Hoyt A. Koepke

CoRR, 2015

2013

A Bayesian criterion for cluster stability.

Hoyt A. Koepke, Bertrand S. Clarke

Stat. Anal. Data Min., 2013

Special Issue on Statistical Learning.

Bertrand S. Clarke

Stat. Anal. Data Min., 2013

2011

On the limits of clustering in high dimensions via cost functions.

Hoyt A. Koepke, Bertrand S. Clarke

Stat. Anal. Data Min., 2011

2010

Asymptotics of Bayesian median loss estimation.

Chi Wai Yu, Bertrand S. Clarke

J. Multivar. Anal., 2010

Statistical expression deconvolution from mixed tissue samples.

Jennifer Clarke, Pearl Seo, Bertrand S. Clarke

Bioinform., 2010

2009

Prequential analysis of complex data with adaptive model reselection.

Jennifer Clarke, Bertrand S. Clarke

Stat. Anal. Data Min., 2009

2008

A Bayesian Approach to Cluster Validation.

Hoyt A. Koepke, Bertrand S. Clarke

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2008

2007

Information Conversion, Effective Samples, and Parameter Size.

Xiaodong Lin, Jennifer Pittman, Bertrand S. Clarke

IEEE Trans. Inf. Theory, 2007

2003

Comparing Bayes Model Averaging and Stacking When Model Approximation Error Cannot be Ignored.

Bertrand S. Clarke

J. Mach. Learn. Res., 2003

1999

An Information Criterion for Likelihood Selection.

A. Yuan, Bertrand S. Clarke

IEEE Trans. Inf. Theory, 1999

Asymptotic Normality of the Posterior in Relative Entropy.

Bertrand S. Clarke

IEEE Trans. Inf. Theory, 1999

Discussion of the Papers by Rissanen, and by Wallace and Dowe.

Bertrand S. Clarke

Comput. J., 1999

1990

Information-theoretic asymptotics of Bayes methods.

Bertrand S. Clarke, Andrew R. Barron

IEEE Trans. Inf. Theory, 1990