Sentence examples for regularization can from inspiring English sources

Moreover, ℓ0−norm regularization can also eliminate the draw back of slow iteration caused by long filter.

Thus, these coefficients with Lp-norm regularization can be used as good similarity measures between samples and the test ones in classifier design of TPLRMC to enhance discriminative capability.

It is shown how methods for parameter identifiability analysis and numerical regularization can be used for monitoring the progress of the experimental campaigns in terms of generated information regarding parameters and selection of the best fitting parameter subset.

However, due to the use of a linear regularization, their stability is weaker than that of the commonly used von Schroeter et al.'s deconvolution algorithm in which a nonlinear regularization is used; the linear regularization can make the deconvolution algorithms less tolerant to data errors.

Total variation (TV) regularization can very well remove noise and simultaneously preserve the sharp edges.

Since the LMS algorithm is a well-understood algorithm, this regularization can easily be justified.

However, over-regularization can result in even worse errors.

This implicit self-regularization can depend strongly on the many knobs of the training process.

The latter is needed for area-incompressible material behavior, where penalty-type regularizations can lead to misleading results.

We show that regularizations can be a useful tool for determining the structure of twisted crossed products, and we use the developed techniques to investigate whether certain twisted crossed products have continuous trace.

Inspired by many sparse NMFs, l1-regularization can be additionally used to produce more sparse coefficients than NNLS above.