17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.LG2020
Boosting Ridge Regression for High Dimensional Data Classification
Jakramate Bootkrajang
Ridge regression is a well established regression estimator which can conveniently be adapted for classification problems. One compelling reason is probably the fact that ridge reg…
cs.LG2013★ 17 cited
Boosting in the presence of label noise
Jakramate Bootkrajang, Ata Kaban
Boosting is known to be sensitive to label noise. We studied two approaches to improve AdaBoost's robustness against labelling errors. One is to employ a label-noise robust classif…