Sentence examples for related to the regularization from inspiring English sources

Not taking into account the rise in the population due to the latest legislation related to the regularization of immigrants.

Using the modified quasi-boundary value (MQBV) method with two regularization parameters, one related to the error in measurement process and the other related to the regularity of solution, we regularize this problem and obtain the Hölder-type estimation error for the whole time interval.

A primal-dual algorithm is used to solve the minimization problem related to the variational regularization.

If we choose F be a rational function, a simple example, closely related to the Tikhonov regularization method has been used in [17].

This problem is different from the traditional Tikhonov regularization method because the regular item (int_{0}^{l}sqrt{|nabla a|^{2}+epsilon^{2}},dx) is related to the total variation regularization.

Finally, the DNN training is related to the theory of regularization.

In Section 2, some details are provided related to the applications of TV-regularization and its detail use in ROF model for image restoration.

The regularization parameter (related to the σ in the prior model) not only provides the weight of the prior model but also determines the validity of the linear approximation.

It is based on three parameters: the two components of the local polarizability tensor of the carbon atoms and a regularization parameter related to the size of the electronic clouds.

This regularization is related to the second-order derivatives of the cost function with respect to the input, and its strength is controlled by the magnitude of the injected noise.

Regularization is related to the parsimony principle (Ockham's razor), i.e. models should be as simple as possible, but not simpler [ 81, 82].