Sentence examples for on the regularization from inspiring English sources

To solve the inverse problem, we propose a special iterative approach based on the regularization technique.

We also show that we can sample the DRT pdf given the data and the hypotheses on the regularization parameter and weights.

We demonstrate several theoretical results on the regularization term and we further support the validity of this approach, reporting on its performances when applied to selected DIMACS benchmark graphs.

Situation 1: Situation 1 focuses mainly on the regularization parameter ε.

Therefore, a mass of researchers are concentrated on the regularization item J u).

Mathematical analysis on the regularization for the nonlinear degenerate parabolic PDEs like PMEs will also be addressed.

Our overall inference strategy is to use gradient descent on the likelihood combined with proximal steps on each of the regularization terms.

In general, Eq. (8) does not have any analytical solution; the quality of the regularized solution depends on the choice of the regularization parameter, which was often selected manually.

The fourth section is dedicated to evaluating the effect of the regularization on the field and flow models.

In order to better understand the effect of the regularization on the resulting model, we conduct a temporal resolution analysis similar to Olsen et al. (2009).

Shortly after the introduction of the Regularization on Disputes, the leaders of the Ministry of Labor stressed that workers in collective labor disputes should apply for mediation.