Statistics and Its Interface

Editorial: On the interface of statistics and machine learning

Support vector machines with disease-gene-centric network penalty for high dimensional microarray data

Two oracle inequalities for regularized boosting classifiers

From the support vector machine to the bounded constraint machine

Stepwise multiple quantile regression estimation using non-crossing constraints

On consistency and robustness properties of support vector machines for heavy-tailed distributions

Alignment of protein mass spectrometry data by integrated Markov chain shifting method

FIRST: Combining forward iterative selection and shrinkage in high dimensional sparse linear regression

Multi-class AdaBoost

Boosting on the functional ANOVA decomposition

Penalized methods for bi-level variable selection

Search for the smallest random forest