Sentence examples for degree of regularisation from inspiring English sources

Finally, through experimental demonstrations, some guidelines are proposed for determining the optimal degree of regularisation.

The penalty term, λ C T RC, where λ is a smoothing parameter that defines the degree of regularisation, is added to compensate for random error, and is based on the total curvature of the fitted curve, R = ∫ D 2 ϕ s D 2 ϕ T s ds, where D ϕ(s) is the second derivative of the vector of basis functions ϕ(t).

A range of 13 Tikhonov regularisations was pre-computed to allow the right amount of regularisation to be selected according to the noise level found in the data.

Nick Clegg's thought-through proposals on earned citizenship have put the difficult, but probably unavoidable, issue of regularisation of illegal immigrants into the political mainstream.

The Migrants' Rights Network report did a useful job in summarising the research on the issue of regularisation, debunking the myths and coming down firmly in its favour by outlining the humanitarian and economic case.

We also test the effect of changing the ratio of regularisation parameters.

However, large amounts of regularisation cause a loss in the spatial resolution of the MEG beamformer, hence regularisation should be used carefully, particularly if multiple sources in close proximity are expected.

Recent theoretical results of these systems show why the use of regularisation terms and feature extractor techniques can enhance their generalisation properties.

Increasing the amount of regularisation increases the shrinkage of each coefficient.

where similarly λ I and λ TV are regularisation parameters that reflect the degree of sparsity imposed in the image and gradient domains, respectively.

With what degree of success?