26 citations · 71 across the 10 of their papers we have counts for
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cs.LG2021★ 1 cited
A Minimax Probability Machine for Non-Decomposable Performance Measures
Junru Luo, Hong Qiao, Bo Zhang
Imbalanced classification tasks are widespread in many real-world applications. For such classification tasks, in comparison with the accuracy rate, it is usually much more appropr…
cs.LG2021
Learning with Smooth Hinge Losses
JunRu Luo, Hong Qiao, Bo Zhang
Due to the non-smoothness of the Hinge loss in SVM, it is difficult to obtain a faster convergence rate with modern optimization algorithms. In this paper, we introduce two smooth…