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"I like to have things as sparse as possible," she told me.
The process can make H B as sparse as possible.
In other terms, how could we make an audio signal as sparse as possible, while keeping it perceptually unchanged?
Nonetheless, it is still hard to select appropriate types of graphs for constructing the manifold connectivity, since we have to keep the graph as sparse as possible to minimize the associated computational cost.
The paper presents an advanced method for the automated generation of a spatially embedded graph which is on the one hand as sparse as possible and on the other hand detailed enough to be able to serve as a navigation basis.
Similar(55)
The SIF method in (13) attempts to find a sufficiently sparse g in a manner that X(g) consistently fits Y as sparsely as possible.
The combination of this architecture with a specific error function to be minimized enables one to learn a linear encoder computing a sparse code which turns out to be as similar as possible to the sparse coding that one obtains by re-training the neural network.
Considering these two issues, it is important to define the measurement matrix as fine as possible provided that the sparse reconstruction is feasible.
In general for any matrix, Φ,0<μ≤1 but for guaranteed sparse recovery μ should be as small as possible and it must be less than one.
CS theory suggests that the sensing matrix Φ and sparse representation matrix Ψ be as incoherent (orthogonal) as possible.
This gives a second family of sparse cubature rules, in which iteratively as many nodes as possible are removed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com