Sentence examples for in the regularization from inspiring English sources

Regularized canonical correlation analysis (rCCA) increases the number of pseudo-observations in the regularization procedure of covariance matrices [ 29, 30].

Here, the divergence in the regularization terms is understood in the distributional meaning.

In the regularization, trace norm is used as a rank function.

To overcome these limitations, several methods have been proposed in the regularization framework.

The first such prior model is implemented in the regularization parameter and enables the detection of discontinuities in the DRT.

To this end, a combination of sparsity promoting terms, total variation, and physical bounds of the inhomogeneous medium, e.g. positivity constraints, is employed in the regularization penalty.

Identifying biomarker and signaling pathway is a critical step in genomic studies, in which the regularization method is a widely used feature extraction approach.

Two regularizations were implemented, constraining the first and second derivative, respectively, (21) (22)Because the forward solver represents resistivity on a grid, the spatial derivatives in the regularizations (21)–(22) are evaluated numerically using a simple 3-point finite-difference stencil (Fornberg, 1996).

These results are helpful in understanding the regularization process of semicrystalline polymers in different environments.

In particular, the regularization theorem is a key element in an important recent advance by Avila, Sylvain Crovisier, and Amie Wilkinson.

has more flexibility in setting the regularization parameter for each task separately, which is not the case in Coupled.