486 citations · 1.1k across the 26 of their papers we have counts for
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cs.LG2018
Learning Data-adaptive Nonparametric Kernels
Fanghui Liu, Xiaolin Huang, Chen Gong +2
In this paper, we propose a data-adaptive non-parametric kernel learning framework in margin based kernel methods. In model formulation, given an initial kernel matrix, a data-adap…
cs.LG2018
Adversarial Metric Learning
Shuo Chen, Chen Gong, Jian Yang +3
In the past decades, intensive efforts have been put to design various loss functions and metric forms for metric learning problem. These improvements have shown promising results…