42 citations · 47 across the 9 of their papers we have counts for
Showing 2016Show all
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stat.ML2016★ 1 cited
On Bochner's and Polya's Characterizations of Positive-Definite Kernels and the Respective Random Feature Maps
Jie Chen, Dehua Cheng, Yan Liu
Positive-definite kernel functions are fundamental elements of kernel methods and Gaussian processes. A well-known construction of such functions comes from Bochner's characterizat…
cs.PF2016★ 42 cited
Transient performance analysis of zero-attracting LMS
Jie Chen, Cedric Richard, Yingying Song +1
Zero-attracting least-mean-square (ZA-LMS) algorithm has been widely used for online sparse system identification. It combines the LMS framework and -norm regularization to…