17 citations · 21 across the 5 of their papers we have counts for
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stat.ML2013
Convergence analysis of kernel LMS algorithm with pre-tuned dictionary
Jie Chen, Wei Gao, Cédric Richard +1
The kernel least-mean-square (KLMS) algorithm is an appealing tool for online identification of nonlinear systems due to its simplicity and robustness. In addition to choosing a re…
stat.ML2013★ 4 cited
Online dictionary learning for kernel LMS. Analysis and forward-backward splitting algorithm
Wei Gao, Jie Chen, Cédric Richard +1
Adaptive filtering algorithms operating in reproducing kernel Hilbert spaces have demonstrated superiority over their linear counterpart for nonlinear system identification. Unfort…