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Exact(12)
It consists of one decomposition model, two predictors, and one synthesis model.
There is an admissible decomposition if at least one decomposition does exist.
Impressive convergence results indicate that the distributed RPCD algorithm calculates the optimum solution in one decomposition step only.
M is the number of decomposition levels, D is the number of detail subbands at one decomposition level.
The observed convergence results are impressive: only one decomposition step is needed to achieve the optimal solution.
The comparison indicates that the RPCD approach requires only one decomposition step to calculate the optimum solution as opposed to dual decomposition.
Similar(48)
One frequently used method in practice is to use a set of pairwise classifiers, based on one-against-one decomposition [18].
This paper is devoted to the computation of rank-one decomposition of complex symmetric tensors.
Similar to the case of complex symmetric tensors, we consider how to compute the partial orthogonal rank-one decomposition of general complex tensors.
Similarly, we adapt the principles of the One-vs-One decomposition strategy to noise filtering, making the noise identification process simpler.
The experimental results show that the One-vs-One decomposition strategy usually increases the performance of the noise filters studied, which can detect more accurately the noisy examples.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com