7 citations · 26 across the 18 of their papers we have counts for
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stat.ML2018
Optimal Learning with Anisotropic Gaussian SVMs
Hanyuan Hang, Ingo Steinwart
This paper investigates the nonparametric regression problem using SVMs with anisotropic Gaussian RBF kernels. Under the assumption that the target functions are resided in certain…
cs.IT2018
Matrix Infinitely Divisible Series: Tail Inequalities and Their Applications
Chao Zhang, Xianjie Gao, Min-Hsiu Hsieh +2
In this paper, we study tail inequalities of the largest eigenvalue of a matrix infinitely divisible (i.d.) series, which is a finite sum of fixed matrices weighted by i.d. random…