102 citations · 570 across the 31 of their papers we have counts for
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cs.LG2012★ 5 cited
A Linear Approximation to the chi^2 Kernel with Geometric Convergence
Fuxin Li, Guy Lebanon, Cristian Sminchisescu
We propose a new analytical approximation to the kernel that converges geometrically. The analytical approximation is derived with elementary methods and adapts to the input…
cs.CV2012★ 2 cited
Learning Random Kernel Approximations for Object Recognition
Eduard Gabriel Băzăvan, Fuxin Li, Cristian Sminchisescu
Approximations based on random Fourier features have recently emerged as an efficient and formally consistent methodology to design large-scale kernel machines. By expressing the k…