4 citations · 9 across the 11 of their papers we have counts for
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cs.LG2018
Nonlinear Metric Learning through Geodesic Interpolation within Lie Groups
Zhewei Wang, Bibo Shi, Charles D. Smith +1
In this paper, we propose a nonlinear distance metric learning scheme based on the fusion of component linear metrics. Instead of merging displacements at each data point, our mode…
cs.LG2015
Nonlinear Metric Learning for kNN and SVMs through Geometric Transformations
Bibo Shi, Jundong Liu
In recent years, research efforts to extend linear metric learning models to handle nonlinear structures have attracted great interests. In this paper, we propose a novel nonlinear…