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With small and positive value, parameter β is regulated to ensure that regularizing function J β (F) is differentiable at F = 0.
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A novel regularization technique that regularizes the Jacobian using the singular value decomposition (SVD) prior to spectral mixing has been presented in an attempt to reduce this crosstalk effect.
On no authority whatsoever, editors solve the equation by cutting 32nds in two, creating hasty flurries of 64th-notes that regularize the meter but disrupt the eddy and flow of the music.
It allows the user to export Gocad© objects to a data storage model that regularizes the topological relationships between objects.
The overall stability of the level of the water table between the wet and dry seasons may indicate that the aquifer has significant interactions with the rivers or other aquifers that regularize the surplus or deficit in the water balance during the wet and dry seasons, respectively.
"Over the past month, much attention and criticism has come to the Dominican Republic as it begins the difficult and sensitive process of implementing a policy to bring undocumented residents into a legal framework that regularizes their citizenship status.
The basic elements of international regimes consist of institutions that regularize actor participation and expectations.
As a compromise between usability by non-experts and the stereochemical quality we tested an optional idealization with the crystallographic refinement tool RefMac (Murshudov et al., 1997) that regularizes abnormal bonds and angles.
The lasso is one of the methods studied by GS investigators [ 16, 17], although Bayesian methods that regularize the coefficients with strong priors tend to be favored [ 18, 19].
The probability P I (X i ) of selecting the i-th gene X i is defined such that miRNAs or mRNAs with high MI are selected more frequently: (10) P I X i = I X i ; Y η ∑ X i ∈ X I X i ; Y η, where I(X i ; Y) denotes the MI between the i-th genetic factor and the cancer stage, and η is a nonnegative constant that regularizes the influence of MIs on the gene selection.
And, in fact, passing some sort of immigration reform similar to what President Reagan signed in 1986 that regularizes the status of this enormous group that's living here might defuse the issue slightly, and might actually, in some ways, hurt the Democrats".
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com