297 citations · 450 across the 15 of their papers we have counts for
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cs.LG2022★ 5 cited
Generalization-Memorization Machines
Zhen Wang, Yuan-Hai Shao
Classifying the training data correctly without over-fitting is one of the goals in machine learning. In this paper, we propose a generalization-memorization mechanism, including a…
cs.LG2022★ 1 cited
Nonlinear Kernel Support Vector Machine with 0-1 Soft Margin Loss
Ju Liu, Ling-Wei Huang, Yuan-Hai Shao +2
Recent advance on linear support vector machine with the 0-1 soft margin loss (-SVM) shows that the 0-1 loss problem can be solved directly. However, its theoretical and a…