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Mamadou Diop

1 accepted papers

2019

Boolean CP Decomposition of Binary Tensors: Uniqueness and Algorithm

ICASSP 2019accepted

We propose an algorithm to perform the low-rank Boolean Canonical Polyadic Decomposition (BCPD) of a binary tensor. The proposed approach is based on the AO-ADMM strategy introduced in [1] and uses a post-nonlinear mixture model for binary sources. We show that this new method is better suited for l…

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