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• W2898783735 abstract "In this paper, we extend the $beta$-CNMF to two dimensions and derive exact multiplicative updates for its factors. The new updates generalize and correct the nonnegative matrix factor deconvolution previously proposed by Schmidt and Morup. We show by simulation that the updates lead to a monotonically decreasing $beta$-divergence in terms of the mean and the standard deviation and that the corresponding convergence curves are consistent across the most common values for $beta$." @default.
• W2898783735 created "2018-11-09" @default.
• W2898783735 creator A5032366291 @default.
• W2898783735 creator A5079056629 @default.
• W2898783735 date "2018-11-05" @default.
• W2898783735 modified "2023-09-27" @default.
• W2898783735 title "Exact multiplicative updates for convolutional β-NMF in 2D." @default.
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• W2898783735 hasPublicationYear "2018" @default.
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