Sentence examples for through regularization from inspiring English sources

Inverse analysis is operated separately at each variable in the joint distribution model through regularization because of noise-contaminated measured responses.

Land reform tends to promote land redistribution through regularization of smallholder land invasions of large-scale landholdings, and by redistribution of public lands to smallholders in existing colonization frontiers.

If an arriving target training instance is incorrectly predicted then the ensemble is updated through the optimization procedure which aims to classify the next new example correctly without deviating too much from the original ensemble through regularization terms.

Studies in patients with HF presumably due to sustained tachycardia (as seen in uncontrolled AF) do indeed establish the potential to reverse systolic dysfunction after control of ventricular rate, whether through regularization of rhythm or blocking of atrioventricular conduction.

We note that by doing this we are using the regularities of PDEs indirectly, because the comparison principle in PDE literature relies on the regularities through a regularization procedure.

Multi-mechanism linear models were constructed through regularized logistic regression (lasso regularization) using the glmnet R package [ 22].

A robust descent type algorithm through adaptive regularization is designed to solve a geophysical inverse problem.

Hypersingular integrals arising in the traction boundary integral equations are computed through a regularization technique.

After their construction where their accuracy is improved through a regularization process, a localization of these operators and a full finite element approximation is introduced.

This is achieved through Thikonov regularization.

It solves the small sample size and ill-posed problems suffered from QDA and LDA through a regularization technique.