Sentence examples for regularization strength from inspiring English sources

In addition, strong regularization strength is enforced to eliminate uneven intensities in the homogeneous areas.

Besides, strong regularization strength is enforced to eliminate the uneven intensity in the homogeneous areas.

So, spatial adjustment parameters are introduced to constrain the total variation regularization strength in this paper.

The regularization strength is increased by increasing the value of γ.

Different regularization strength of the reflectance is enforced to get more accurate results for non-uniform illumination images.

TV regularization strength of both illumination and reflectance should be associated with the spatial information of the surround suppression mechanism.

Figure 1c shows how AUCs change at different regularization strengths (  λ in Algorithm 2).

We therefore conclude that more exploration of intermediate-strength regularization strategies such as ISOpure may yield significant improvement in downstream analyses of tumor samples and other situations in which biological samples are composed of mixtures of cell types.

In some cases, better solutions can be obtained by using S a that are different from S e and adjusting the strength of regularization (i.e., constraint from the a priori data).

Since latent factors are affected by the strength of regularization, the choice of parameter λ is important.

This is the role of β which can adjust the strength of regularization applied to the variable x = (x1, x2,..., x n).