Sentence examples for based on regularization of from inspiring English sources

We aim to show the contribution of analytic dimension and denoising based on regularization of coefficients depending on the local neighborhood and phase.

Moreover, some interesting recent results were obtained by adopting statistical learning methods based on regularization for a joint segmentation of many aCGH profiles at once.

Here, we propose a likelihood ratio type procedure based on regularization to test stochastic block models with bounded degrees.

In this paper, we investigate a proximal point algorithm with double computational errors based on regularization ideas in the framework of Banach spaces.

We numerically solve the family of integral equations under consideration by a collocation method and provide a study of reconstructions based on the regularization of the ill-posed integral operators under consideration.

Recently, many authors studied zero points of monotone operators based on different regularization methods; see [17 29] and the references therein.

Embedded methods perform feature selection in the process of model training based on sparsity regularization [64, 65, 66, 67].

Hence, we propose a stabilized formulation based on a local regularization of the fluid velocity along the tangential directions on the Neumann boundaries.

Fig. 7 Optimal regularization parameters computed from the L-curve methodology based on various regularization matrices.

A robust method based on linear regularization theory is developed to extract PSD of heterogeneous solid adsorbents from highly noisy condensation isotherms with almost no a priori assumption.

The experimental results show that the structural similarity of image restoration method based on double regularization is increased, and the image quality is improved.