Sentence examples for various regularization from inspiring English sources

A unified framework of regularized eigenphone estimation is proposed in Section 3. Various regularization methods and their combinations are discussed in detail.

Various regularization methods are applied to improve performance in case of insufficient adaptation data.

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

In this paper, various regularization methods are investigated to obtain a more robust speaker-dependent eigenphone matrix estimation.

To enable meaningful approximate solutions of the inverse problems, various regularization methods have subsequently been proposed to make these problems less sensitive to perturbations.

Figure 7 shows L-curve plots for various regularization matrices, where the optimal regularization parameter is between 10−11 and 10−10 when zero-order regularization is applied.

However, the solution to NMF is not unique so various regularizations with prior knowledge should be taken into account to reduce the number of solutions.

It also can take advantage of separable structures of the split object functions, which allow a straightforward treatment of various regularize terms, such as total variation regularization [19].

This paper focuses on using various matrix regularization methods to improve the performance of the eigenphone method in case of insufficient amount of adaptation data.

A new class of nonparametric covariance function estimators in terms of various spectral regularizations of an operator associated with a reproducing kernel Hilbert space is developed.

in vitro [60] Various Elastic Net Regularization Performed phenotypic screen using an optimal set of 32 kinase inhibitors.