A least distance estimator for a multivariate regression model using deep neural networks

Personalized prediction of survival rate with combination of penalized Cox models in patients with colorectal cancer

Simultaneous estimation and variable selection for a non-crossing multiple quantile regression using deep neural networks

Principal Weighted Least Square Support Vector Machine: An Online Dimension-Reduction Tool for Binary Classification

L1-penalized Fraud Detection Support Vector Machines

A Forward Approach for Sufficient Dimension Reduction in Binary Classification

Regularized Linear Censored Quantile Regression

Regularization paths of L1-penalized ROC Curve-Optimizing Support Vector Machines

Real-time sufficient dimension reduction through principal least squares support vector machines

A quantile-slicing approach for sufficient dimension reduction with censored responses