Sentence examples for as a form of regularization from inspiring English sources

One possible explanation for this observation is that the conversion of gene expression data to module activity data may, in fact, function as a form of regularization which removes noise.

Use of a selection criterion, such as the Bayesian Information Criterion (BIC), is a form of regularization with a penalty that relies only on the number of coefficients, but not on their magnitude.

Empirical and theoretical results clearly indicate that the DNN training process itself implicitly implements a form of self-regularization, implicitly sculpting a more regularized energy or penalty landscape.

It acted as a form of welfare.

Works wonders as a form of distraction.

Use swimming as a form of exercise.

Use it as a form of aromatherapy.

Use walking as a form of recreation.

As a common consensus, most methods employ some form of regularization to overcome the problem of many variables but few samples.

We proposed a new iterative regularization method for GIB by iteratively redefining the form of regularization matrix and calculating the corresponding solution.

The new form of regularization, termed the Modified Total Generalized Variation (MTGV) regularization, offers a compromise between distinguishing discrete and smooth features in the reconstructed distributions.