Sentence examples for regularisation as from inspiring English sources

Similar effects occur for spatial noise regularisation as observed in Fig. 6, particularly in Fig. 6c.

Also called as regularisation parameter usually takes values from 0.01−0.3 in XGBoost.

Discussions of the conditioning of the Green function matrix which is inverted are included and it is shown that the spatial sampling criterion may be relaxed if conditioning techniques, such as regularisation, are applied to this matrix prior to inversion.

Note that other regularisation functions (such as the squared two-norm of the gradient of the image, the one-norm of a wavelet transformation of the image or the total generalised variation of the image (cf. [30]) for instance) are possible and yield different interpolation results.

Nevertheless, in order to preserve edge information in the reconstructed image, non-linear regularisation methods, such as total variation (TV) [ 15], can be advantageous.

However choices of centres are robust to the outcome [ 20] since an implicit smoothing regularisation is used as part of the optimisation process.

Typically, their errors have been classified as regularisation related to the assignment of word stress, i.e. those patients mostly produced the regular or dominant stress pattern avoiding the irregular or infrequent pattern while preserving syllable and phoneme structures [ 26- 33].

For instance, we decided to code the regularisation of irregular migrants as 'legal entry' and not 'integration', as from the state perspective this measure is about giving people legal access to the country, even if they might already have lived in the country for several years.

Note that the loss function in Equation 3 can be seen as a regularisation in which acoustic patterns are preferred that correspond to the occurrences of slot values.

The advantage of model-based approaches is that they allow the incorporation of prior knowledge acting as a regularisation that favours plausible solutions over implausible ones.

The approach holds mathematical promise for application in the design of instruments for measuring thermal properties or possibly as a regularisation technique to be applied in conjunction with other inverse approaches to the problem.