Sentence examples for interpretation of regularization from inspiring English sources

This point is illustrated using the Bayesian interpretation of regularization.

Although regularization may reduce overfitting and sparsity can simplify interpretation of the results, setting the appropriate regularization parameters may be a challenging task.

Interpretation follows the minimization of a functional with two terms: a term of conformity of the 3D interpretation to the image sequence first-order spatio-temporal variations, and a term of regularization based on anisotropic diffusion to preserve the boundaries of interpretation.

For linear discriminant, we used two methods of regularization: principal component analysis, and ridge regularization.

Different norms have different effects of regularization.

For different types of regularization, we establish energy estimates.

It was the first of a series of "regularization programs" that continued over the following decade.

Due to the dimensionality of the features (320 dimensions), some form of regularization was advisable.

Both L1-norm log linear regression and ridge regression solve this problem by means of regularization.

Typically, the amount of regularization needs to be optimized for a given classifier.

The most commonly used form of regularization is the Tikhonov-type regularization.