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The parity check matrix of LDGM codes is expressed as, where denotes the identity matrix, and is a sparse binary matrix.
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Another crucial observation is that and are a sparse binary vector.
However, for large values of P and Q, X h exhibits a large number of rows, and it is a sparse matrix.
where ψ is some basis and θ is a vector containing only K ≪ N nonzero coefficients; we can say that f is K-sparse in the domain ψ, and ψ is a sparse basis for the signal f.
where I n−k is the identity matrix of dimensions (n−k)×(n−k) and P is a sparse matrix of dimensions k×(n−k).
The miRNA-disease associations obtained from miRegulome contained 468 nodes and 2998 edges which is a sparse network with a density value of 0.0273.
Belvaux's movie, by contrast, is a sparse and solemn affair.
Considering the terms in this matrix, then ZT Z is a sparse matrix, and from (4) we see that has some sparse structure, although is a dense matrix.
These include things like "artisan chocolates" to wild boar burgers, although the product range and depth is a little sparse.
In addition, they proved that the regularized sparse PCA method (RSPCA) proposed by Shen and Huang (2008) is a consistent sparse PCA method.
It's all a little bit forced and is sung over a sparse backdrop of just a few plucked chords on the guitar from De Martino.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com