Sentence examples for regularization applied from inspiring English sources

(lambda _3) and (lambda _2) determine the strength of the regularization applied to the model time dependence during the entire modelled interval and at the endpoints, respectively.

An efficient solution to the problem is achieved by using a new form of regularization applied to dual Dini series equations.

However, the regularization applied affects the acceleration as early as SH degree 4 or 5, and some work is still required before one can downward continue the acceleration model at the core mantle boundary.

We have seen that the secular variation model is controlled by the regularization applied for the first and last year of the model, i.e. it should be used with caution outside the time interval [2002 2008.5].

The parameters λ 3 and λ 2 control the strength of the regularization applied to the model time dependence during the entire modelled interval and at the endpoints, respectively.

The spheres reconstructed using NM 530c are more uniform due to the noise regularization applied during the NM 530c reconstruction and the Butterworth post-filtering, but are similar in shape to those obtained using MCR.

Note that the elastic net regularization applies only to the CPH model, and is separate from the regularization used in the purification procedure.

Some other methods fall into the class of regularized regression where regularization is applied to regression methods to infer a limited number of edges, thereby favoring important ones [ 10].

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.

The method is compared to the conventional method of Tikhonov regularization and the recently proposed method of L1 regularization, when applied to simulated data of 1D spin-lattice relaxation, T1, 1D spin-spin relaxation, T2, and 2D T1-T2 NMR experiments.

No spatial regularization is applied.