198 citations · 480 across the 36 of their papers we have counts for
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stat.ML2017★ 2 cited
Stochastic Non-convex Ordinal Embedding with Stabilized Barzilai-Borwein Step Size
Ke Ma, Jinshan Zeng, Jiechao Xiong +4
Learning representation from relative similarity comparisons, often called ordinal embedding, gains rising attention in recent years. Most of the existing methods are batch methods…
cs.LG2017
Learning rates for classification with Gaussian kernels
Shao-Bo Lin, Jinshan Zeng, Xiangyu Chang
This paper aims at refined error analysis for binary classification using support vector machine (SVM) with Gaussian kernel and convex loss. Our first result shows that for some lo…