Sentence examples for the regularized approach from inspiring English sources

The stability and convergence for the regularized approach are also presented in the last section.

Furthermore, the stability and convergence for the regularized approach are discussed.

The authors in [18] propose a bivariate total variation regularization model to calibrate the volatility (sigma=sigma(S,t)), the existence and convergence for the regularized approach are discussed and some numerical experiments are presented.

The Mc.TGD is the first regularized approach to conduct "two-dimensional" selection of genes with joint effects on cancer development.

The so-called regularized FD (Finite Difference) adaptation, a modified regularized approach where the off-equilibrium part of the stress tensor is computed thanks to a finite difference scheme, is the only tested adaptation that can handle the high Reynolds computation.

Following on the regularized regression approach, many different models with different regularization methods were proposed.

In its general form, the regularized LS approach yields d ^ = arg min d 1 2 ( y - d ) 2 + p λ ( d ) (28).

The regularized MTL approach allows to model the relation between tasks in terms of a novel kernel function that uses a taskcoupling parameter and largely outperforms singletask learning using SVMs.

The regularized t approach is more sensitive than the significance analysis of microarrays (SAM) method [ 60, 61].

With the training set, we use the representative features (R1 - R4) and proposed regularized approaches for estimation.

Due to the number of features is much larger than the number of observations, simple, highly regularized approaches are in pressing need.