Sentence examples for by controlling a regularization from inspiring English sources

In general, regularization techniques involve an addition of a second term that can be adjusted to minimize image artifacts from experimental noise by controlling a regularization parameter at the cost of reducing image spatial resolution.

The sparsity of the representatives is controlled by a regularization parameter based on both spatial and temporal dissimilarities.

The phase field model replaces the sharp discontinuities with a scalar damage field representing the diffuse crack topology through controlling the amount of diffusion by a regularization parameter.

The solution to the above optimization problem is usually sparse, controlled by regularization parameter λ. λ is chosen by cross validation on the training set.

The Dominican government responded to outcry over the ruling from neighboring countries and human-rights organizations by announcing a "regularization" plan for foreigners.

The volume of bubbles is mapped onto the Eulerian grid as the void fraction by using a regularization (smearing) kernel.

To solve this problem, we will multiply S by a regularization factor.

Our results show that the TPS approach is effective, as it is able to create a globally smooth surface whose properties are easily controlled by the regularization parameter and the number of control points used.

We have seen that the secular variation model is controlled by the regularization applied for the first and last year of the model, i.e. it should be used with caution outside the time interval [2002 2008.5].

The function ϕ:ℜ → ℜ is a diffusion function that controls the regularization behavior.

This parameter controls the regularization effect.