Bertrand S. Clarke

24 papers Misc 1Journal 23
YearRankTypeTitle / Venue / Authors
2025 J jnl
Testing for the Important Components of Predictive Variance.
Stat. Anal. Data Min.
Dean Dustin, Souparno Ghosh, Bertrand S. Clarke
2024 J jnl
Point Prediction for Streaming Data.
CoRR
Aleena Chanda, N. V. Vinodchandran, Bertrand S. Clarke
2024 J jnl
Predictive stability criteria for penalty selection in linear models.
Comput. Stat.
Dean Dustin, Bertrand S. Clarke, Jennifer Clarke
2022 J jnl
Model Averaging Is Asymptotically Better Than Model Selection For Prediction.
J. Mach. Learn. Res.
Tri M. Le, Bertrand S. Clarke
2020 J jnl
In praise of partially interpretable predictors.
Stat. Anal. Data Min.
Tri Le, Bertrand S. Clarke
2019 J jnl
Model Selection via the VC Dimension.
J. Mach. Learn. Res.
Merlin Mpoudeu, Bertrand S. Clarke
2018 J jnl
On the Interpretation of Ensemble Classifiers in Terms of Bayes Classifiers.
J. Classif.
Tri Le, Bertrand S. Clarke
2016 J jnl
EnsCat: clustering of categorical data via ensembling.
BMC Bioinform.
Bertrand S. Clarke, Saeid Amiri, Jennifer Clarke
2016 J jnl
Using the Bayesian Shtarkov solution for predictions.
Comput. Stat. Data Anal.
Tri Le, Bertrand S. Clarke
2015 J jnl
A General Hybrid Clustering Technique.
CoRR
Saeid Amiri, Bertrand S. Clarke, Jennifer Clarke, Hoyt A. Koepke
2015 J jnl
Regular, median and Huber cross-validation: A computational comparison.
Stat. Anal. Data Min.
Chi Wai Yu, Bertrand S. Clarke
2013 J jnl
A Bayesian criterion for cluster stability.
Stat. Anal. Data Min.
Hoyt A. Koepke, Bertrand S. Clarke
2013 J jnl
Special Issue on Statistical Learning.
Stat. Anal. Data Min.
Bertrand S. Clarke
2011 J jnl
On the limits of clustering in high dimensions via cost functions.
Stat. Anal. Data Min.
Hoyt A. Koepke, Bertrand S. Clarke
2010 J jnl
Asymptotics of Bayesian median loss estimation.
J. Multivar. Anal.
Chi Wai Yu, Bertrand S. Clarke
2010 J jnl
Statistical expression deconvolution from mixed tissue samples.
Bioinform.
Jennifer Clarke, Pearl Seo, Bertrand S. Clarke
2009 J jnl
Prequential analysis of complex data with adaptive model reselection.
Stat. Anal. Data Min.
Jennifer Clarke, Bertrand S. Clarke
2008 Misc conf
A Bayesian Approach to Cluster Validation.
ISAIM
Hoyt A. Koepke, Bertrand S. Clarke
2007 J jnl
Information Conversion, Effective Samples, and Parameter Size.
IEEE Trans. Inf. Theory
Xiaodong Lin, Jennifer Pittman, Bertrand S. Clarke
2003 J jnl
Comparing Bayes Model Averaging and Stacking When Model Approximation Error Cannot be Ignored.
J. Mach. Learn. Res.
Bertrand S. Clarke
1999 J jnl
An Information Criterion for Likelihood Selection.
IEEE Trans. Inf. Theory
A. Yuan, Bertrand S. Clarke
1999 J jnl
Asymptotic Normality of the Posterior in Relative Entropy.
IEEE Trans. Inf. Theory
Bertrand S. Clarke
1999 J jnl
Discussion of the Papers by Rissanen, and by Wallace and Dowe.
Comput. J.
Bertrand S. Clarke
1990 J jnl
Information-theoretic asymptotics of Bayes methods.
IEEE Trans. Inf. Theory
Bertrand S. Clarke, Andrew R. Barron