29 citations · 65 across the 21 of their papers we have counts for
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math.ST2018★ 1 cited
Distributed Nearest Neighbor Classification
Jiexin Duan, Xingye Qiao, Guang Cheng
Nearest neighbor is a popular nonparametric method for classification and regression with many appealing properties. In the big data era, the sheer volume and spatial/temporal disp…
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…