Sentence examples for apply regularization from inspiring English sources

Therefore, methods, such as TV minimization, additionally apply regularization conditions on the reconstruction.

To deal with this instability, we apply regularization techniques to minimize the value of the factor (frac{1}{mu_{n}}) for large n.

One way to militate against such an effect would be to apply regularization, which effectively reduces the sensitivity of the beanformer to noise in the covariance matrix at the expense of some spatial resolution; in the limit (of large regularization) tending to a single dipole fit (Hillebrand & Barnes, 2003).

Chen et al. [3] applied regularization with Cesàro sum technique for the derivative of the double layer potential.

As for CHAOS-4h (Olsen et al. 2014), we applied regularization above degree (n=90) by minimizing the L2 norm of (B_r) at Earth's surface.

However, the secular variation above spherical harmonic degree 13 becomes less controlled by the data and is constrained by the applied regularization before 2002 and after 2008.5.

However, above SH degree 9 the GRIMM SA is controlled by the applied regularization and probably drops too rapidly to be consistent with the FF-hypothesis.

The applied regularization forces the SA spectra to decay at high degree and  it begins to have an influence already between degree 10 and 12, especially close to the model endpoints.

We therefore believe the SV in CHAOS-6 is satisfactory out at least to degree 16, and possibly even as far as degree 18. Turning to the SA spectrum, in CHAOS-6 this converges at high degree at the core surface due to the applied regularization.

Thus it would be useful to have a mechanism for applying regularization to the actual data used.

The model calibration was not stable without applying regularization.