Sentence examples for category of regularization from inspiring English sources

Another category of regularization methods is regularization by early stopping [13], that is, apply an iterative method to the least square problem of Equation (2) and stop the iterations prior to convergence.

Around 85%% of water sources held by non-irrigators fall into categories classified as insecure tenancy title is in process of regularization or use de facto in contrast to that observed in both modern and traditional irrigation.

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.

This point is illustrated using the Bayesian interpretation of regularization.

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.