298 citations · 934 across the 23 of their papers we have counts for
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cs.LG2021★ 22 cited
Projection-based QLP Algorithm for Efficiently Computing Low-Rank Approximation of Matrices
Maboud F. Kaloorazi, Jie Chen
Matrices with low numerical rank are omnipresent in many signal processing and data analysis applications. The pivoted QLP (p-QLP) algorithm constructs a highly accurate approximat…
cs.LG2014★ 24 cited
Steady-state performance of non-negative least-mean-square algorithm and its variants
Jie Chen, José Carlos M. Bermudez, Cédric Richard
Non-negative least-mean-square (NNLMS) algorithm and its variants have been proposed for online estimation under non-negativity constraints. The transient behavior of the NNLMS, No…