2 citations · 2 across the 3 of their papers we have counts for
3 papers
stat.ME2017★ 2 cited
Double Sparsity Kernel Learning with Automatic Variable Selection and Data Extraction
Jingxiang Chen, Chong Zhang, Michael R. Kosorok +1
Learning with Reproducing Kernel Hilbert Spaces (RKHS) has been widely used in many scientific disciplines. Because a RKHS can be very flexible, it is common to impose a regulariza…
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…
math.ST2016
Multi-category Angle-based Classifier Refit
Guo Xian Yau, Chong Zhang
Classification is an important statistical learning tool. In real application, besides high prediction accuracy, it is often desirable to estimate class conditional probabilities f…