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The average overall sparsity is shown in parentheses.
Again, the average overall sparsity of the eigenphone matrix is shown in parentheses.
The average overall sparsity and column sparsity of the eigenphone matrix are shown in parentheses.
For each experiment setting, the average overall sparsity of the eigenphone matrix among all testing speakers is shown in parentheses.
λ1=10.0, λ2=0, and λ3 was varied between 10 and 150. the average overall sparsity and column sparsity of the eigenphone matrix are shown in parentheses as pairs.
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In this study, a set of 1000 random networks was formed by randomizing the connections of the group-average neonatal connectome, maintaining an identical level of overall sparsity, as well as preserving the degree sequence of the network (i.e., hubs remain hubs), but with the underlying network organization randomized.
That is about half of PBS's average overall audience.
The overall sparsity remains the same in all testing conditions.
Average overall particle sizes.
Algorithmic setup: Via ITKrMM, we first learn the low-rank component of size L=1,3,7, and a dictionary of size K=2d−L, resulting in a system with redundancy 2. We set the sparsity level in the dictionary learning to S=8−L for L=1,3 corresponding to an overall sparsity L+S=8 and to S=5 for L=7, corresponding to an overall sparsity L+S=12.
The advantage of such a new CS-CS may be essentially attributed to the full exploitation the specific cluster sparsity, except for the overall sparsity as in conventional sense.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com