Sentence examples for the regularization that from inspiring English sources

This conflicts with the regularization that is employed because the axial displacement caused by tilt depends on the transverse coordinates and not on time.

Third, an augmentation of cGMP levels may reflect regularization of neuronal activity as well as an increase in the mean discharge rate, and it may be the regularization that is more important in modifying the GABA levels in the thalamus.

Because the choice of regularization determines the solution to equation (1), the success of a computational purification method depends on the suitability of the regularizations that it applies.

This is a consequence of the model regularization, that forces the SA towards zero at the model endpoints and minimizes time changes in the SA throughout, which is stronger at higher degree.

The second term in Eq. (1) is the Willmore regularization that is required in the strong anisotropy regime to avoid the formation of sharp corners [37, 38, 42].

It is clear that it is the applied regularization that controls the SV before 2002.0 and after 2008.5.

Smoothness of the detected interfaces was guaranteed by the level set regularization that was applied after the pixel classification.

And Hairer proved a crucial fact: the limiting solution is always the same regardless of the kind of noise regularization that is used.

The first term on the right side of Eq. (4) is a sparsity-inducing regularization that constrains the solution with the fewest number of nonzero coefficients in each of the sparse code vectors α m (1≤m≤M).

SLR uses L1-norm regularization that drives the weights of many of the features to zero, and has been used successfully as a feature selection method in high-dimensional biomedical data, including fMRI imaging data [ 10] and genomic data [ 11].

Generalized cross validation (GCV): an approach by Golub [ 107 ] that aims to find the regularization parameter that minimizes the leave one out (LOO) prediction error [ 63 ].