6 citations · 6 across the 2 of their papers we have counts for
2 papers
stat.ML2018★ 6 cited
Learning Confidence Sets using Support Vector Machines
Wenbo Wang, Xingye Qiao
The goal of confidence-set learning in the binary classification setting is to construct two sets, each with a specific probability guarantee to cover a class. An observation outsi…
stat.ML2017
On Reject and Refine Options in Multicategory Classification
Chong Zhang, Wenbo Wang, Xingye Qiao
In many real applications of statistical learning, a decision made from misclassification can be too costly to afford; in this case, a reject option, which defers the decision unti…