Sentence examples similar to with the aim of regularization from inspiring English sources

In order to do so, we propose a new method based on matrix factorization and regularization, with the aim of recovering the latent structure of the BES matrix.

This is achieved by adding a regularization term to the FCM objective function using the transformation result of the PET image by the à trous wavelet transform with the aim of incorporating information about lesion heterogeneity.

The aim of this paper is to provide a regularization and its induced iteration method for VIP (1.1) in the general case.

The aim of this paper is to determine a conditional stability and provide the revised generalized Tikhonov regularization method.

"The aim of Think.

Here it is worth noting that the weight of regularization is directly associated with image resolution [ 33].

Wiener filter parameters were also fit with ordinary least squares (OLS) without ridge regression to demonstrate the benefit of regularization.

In this subsection, the effect of regularization constraints is analyzed using a simulated low-light image with σ=5. Figure 3 shows the results of proposed method using various different regularization parameters to analyze the effect of each regularization constraint.

The L1-SVM performs automatic feature selection, and a regularization parameter λ controls the amount of regularization.

This point is illustrated using the Bayesian interpretation of regularization.

The main aim of this paper is to present a general regularization method and investigate the error estimate between the regularized solution and the exact solution.