1.9k citations · 2k across the 2 of their papers we have counts for
2 papers
stat.AP2008★ 28 cited
A study of pre-validation
Holger Höfling, Robert Tibshirani
Given a predictor of outcome derived from a high-dimensional dataset, pre-validation is a useful technique for comparing it to competing predictors on the same dataset. For microar…
stat.CO2007★ 1.9k cited
Pathwise coordinate optimization
Jerome Friedman, Trevor Hastie, Holger Höfling +1
We consider ``one-at-a-time'' coordinate-wise descent algorithms for a class of convex optimization problems. An algorithm of this kind has been proposed for the -penalized re…