Online Canonical Polyadic Decomposition: Application of Fluorescence Tensors with Nonnegative Orthogonality and Sparse Constraint
The canonical polyadic decomposition (CPD) is now widely used in signal processing to decompose multi-way arrays. In many applications, it is important to add constraints to quickly converge on an optimal solution. In contrast to classical CPD, we then focus on online CPD. In this context, the numbe...
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| Main Authors: | , , , |
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| Format: | Book Chapter |
| Language: | English |
| Published: |
IntechOpen
2024
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| Subjects: | |
| Online Access: | https://www.intechopen.com/chapters/86755 |
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