Sentence examples for adjustment of regularization from inspiring English sources

Although a matrix form of γ can potentially be adopted so as to enable the separate adjustment of regularization strength for each dust model parameter, here, we use the same regularization parameter of γ = 1 for all dust model parameters for the sake of simplicity.

that implies the minimization of the weighted sum of the systematic and fluctuation errors in the desired estimate where the selection (adjustment) of the regularization parameter and the weight matrix A provide the additional experiment design degrees of freedom incorporating any descriptive properties of a solution if those are known a priori [3, 7].

As a practical tool for the first step of data analysis, we describe how the boundary resolution of the sedimentation coefficient distribution c(s) can be further improved with a Bayesian adjustment of maximum entropy regularization to the case of heterogeneous interactions between molecules that have been previously studied separately.

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

For different types of regularization, we establish energy estimates.

This point is illustrated using the Bayesian interpretation of regularization.

The second part, we'll move on and actually see an instance of regularization.

Different norms have different effects of regularization.

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

"For more than 20 years there hasn't been any program of regularization [in the United States].

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