1. van der Laan MJ Dudoit S Unified cross-validation methodology for selection among estimators and a general cross-validated adaptive epsilon-net estimator: finite sample oracle inequalities and examples Berkeley 2003
2. Oracle inequalities for multi-fold cross-validation;van der Vaart;Statistics & Decisions,2006
3. The cross-validated adaptive epsilon-net estimator;van der Laan;Statistics & Decisions,2006
4. Super learner;van der Laan;Statistical Applications in Genetics and Molecular Biology,2007
5. Mortality risk score prediction in an elderly population using machine learning;Rose;American Journal of Epidemiology,2013