32 citations · 80 across the 14 of their papers we have counts for
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stat.ML2015★ 1 cited
Another Look at DWD: Thrifty Algorithm and Bayes Risk Consistency in RKHS
Boxiang Wang, Hui Zou
Distance weighted discrimination (DWD) is a margin-based classifier with an interesting geometric motivation. DWD was originally proposed as a superior alternative to the support v…
stat.ML2015
Sparse Distance Weighted Discrimination
Boxiang Wang, Hui Zou
Distance weighted discrimination (DWD) was originally proposed to handle the data piling issue in the support vector machine. In this paper, we consider the sparse penalized DWD fo…