José Henrique de Morais Goulart

activity

20152024

most citedMajorization-minimization for Sparse Nonnegative Matrix Factorization with the

β

-divergence

13 citations · 32 across the 9 of their papers we have counts for

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cs.LG2022★ 13 cited

Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $β$ -divergence

Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte

This article introduces new multiplicative updates for nonnegative matrix factorization with the $β$ -divergence and sparse regularization of one of the two factors (say, the activa…

cs.LG2021★ 7 cited

Joint Majorization-Minimization for Nonnegative Matrix Factorization with the $β$ -divergence

Arthur Marmin, José Henrique de Morais Goulart, Cédric Févotte

This article proposes new multiplicative updates for nonnegative matrix factorization (NMF) with the $β$ -divergence objective function. Our new updates are derived from a joint maj…

Majorization-minimization for Sparse Nonnegative Matrix Factorization with the β-divergence

Joint Majorization-Minimization for Nonnegative Matrix Factorization with the β-divergence

Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $β$ -divergence

Joint Majorization-Minimization for Nonnegative Matrix Factorization with the $β$ -divergence