Sentence examples for imposed regularization from inspiring English sources

It should also be noted that the SV in a spline-based model such CHAOS-5l at a particular epoch is not the true instantaneous SV, but a weighted time average, with the amount of time averaging varying with spherical harmonic degree according to the imposed regularization.

The linear separation between the events in the feature space tries to maximize the margin between the two groups - hereby imposing regularization - while at the same time controlling the number of misclassifications.

Then, a geostatistical constraint, in the form of an a priori model covariance matrix based on the variogram, was imposed as regularization to solve the electrical inverse problem.

To cope with the inherent large data variance, we introduce a second approach which imposes Tikhonov regularization on the kernel-smoothed estimator.

Characteristics of the data will either be a hard constraint or a soft constraint imposed as a regularization.

In other words, regularization imposed smoothness on the solution.

To address this issue, we imposed elastic-net regularization on the LR model building [ 23].

Using a similar approach as before, the only-regularized version of the NLMS algorithm is considered (also imposing that the regularization parameter is time dependent), with the update begin{array}rcl@ widehat{mathbf{h}}(n) = widehat{mathbf{h}} n-1) + frac{mathbf{x} n-1e(n)} { left| mathbf{x}(n) right|^{2}_{2} + delta(n) }. end{array} (35).

Usually, during the modeling process, the SA is controlled through a rather simple regularization imposing smooth behavior in space and time.

We use GraphNet regularization – imposing both signal smoothness and sparsity – to drastically reduce the number of diffusion-weighted images (DWIs) that is needed to represent the dMRI signal in the qτ-space.

This regularization imposes the constraint that neighboring source points have similar activation times (smooth activation pattern).