Bertrand S. Clarke

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 7

Top Topics

Bayes Classifiers

Model Selection

Top Venues

Stat. Anal. Data Min.

J. Mach. Learn. Res.

Publications

Dean Dustin, Bertrand S. Clarke, Jennifer Clarke
Predictive stability criteria for penalty selection in linear models. Comput. Stat. 39 (3) (2024)
Tri M. Le, Bertrand S. Clarke
Model Averaging Is Asymptotically Better Than Model Selection For Prediction. J. Mach. Learn. Res. 23 (2022)
Tri Le, Bertrand S. Clarke
In praise of partially interpretable predictors. Stat. Anal. Data Min. 13 (2) (2020)
Merlin Mpoudeu, Bertrand S. Clarke
Model Selection via the VC Dimension. J. Mach. Learn. Res. 20 (2019)
Tri Le, Bertrand S. Clarke
On the Interpretation of Ensemble Classifiers in Terms of Bayes Classifiers. J. Classif. 35 (2) (2018)
Bertrand S. Clarke, Saeid Amiri, Jennifer Clarke
EnsCat: clustering of categorical data via ensembling. BMC Bioinform. 17 (2016)
Tri Le, Bertrand S. Clarke
Using the Bayesian Shtarkov solution for predictions. Comput. Stat. Data Anal. 104 (2016)
Saeid Amiri, Bertrand S. Clarke, Jennifer Clarke, Hoyt A. Koepke
A General Hybrid Clustering Technique. CoRR (2015)
Chi Wai Yu, Bertrand S. Clarke
Regular, median and Huber cross-validation: A computational comparison. Stat. Anal. Data Min. 8 (1) (2015)
Bertrand S. Clarke
Special Issue on Statistical Learning. Stat. Anal. Data Min. 6 (4) (2013)
Hoyt A. Koepke, Bertrand S. Clarke
A Bayesian criterion for cluster stability. Stat. Anal. Data Min. 6 (4) (2013)
Hoyt A. Koepke, Bertrand S. Clarke
On the limits of clustering in high dimensions via cost functions. Stat. Anal. Data Min. 4 (1) (2011)
Chi Wai Yu, Bertrand S. Clarke
Asymptotics of Bayesian median loss estimation. J. Multivar. Anal. 101 (9) (2010)
Jennifer Clarke, Pearl Seo, Bertrand S. Clarke
Statistical expression deconvolution from mixed tissue samples. Bioinform. 26 (8) (2010)
Jennifer Clarke, Bertrand S. Clarke
Prequential analysis of complex data with adaptive model reselection. Stat. Anal. Data Min. 2 (4) (2009)
Hoyt A. Koepke, Bertrand S. Clarke
A Bayesian Approach to Cluster Validation. ISAIM (2008)
Xiaodong Lin, Jennifer Pittman, Bertrand S. Clarke
Information Conversion, Effective Samples, and Parameter Size. IEEE Trans. Inf. Theory 53 (12) (2007)
Bertrand S. Clarke
Comparing Bayes Model Averaging and Stacking When Model Approximation Error Cannot be Ignored. J. Mach. Learn. Res. 4 (2003)
Bertrand S. Clarke
Asymptotic Normality of the Posterior in Relative Entropy. IEEE Trans. Inf. Theory 45 (1) (1999)
A. Yuan, Bertrand S. Clarke
An Information Criterion for Likelihood Selection. IEEE Trans. Inf. Theory 45 (2) (1999)
Bertrand S. Clarke
Discussion of the Papers by Rissanen, and by Wallace and Dowe. Comput. J. 42 (4) (1999)
Bertrand S. Clarke, Andrew R. Barron
Information-theoretic asymptotics of Bayes methods. IEEE Trans. Inf. Theory 36 (3) (1990)