Sentence examples for penalization to from inspiring English sources

As such, a large agreement will entail a small penalization to D i.

Conversely, it gives the same penalization to large sparse deviations as to smaller clustered deviations.

Two penalty functions, that impose a progressive penalization to solutions that violate the constraints, are discussed.

To remedy these problems, we now consider ℓ 1 penalization to find a nonparametric estimate with adaptive properties and prescribed convergence rate.

We have to take into account that packet losses are not retransmitted, so there is no penalization to the delay; however, the negative influence in the quality of the received video is excessive.

For valuation, it seems natural to view uncertainty aversion as a penalization to the no-good-deal restriction in the sense that it implies good-deal bounds under uncertainty that are wider than in the absence of uncertainty.

In this study, we use volume-penalization to mimic the presence of obstacles in a flow or a domain with no-slip boundaries.

In order to give interpretable results and remove noisy variables, Lê Cao et al. (2008, 2009) proposed to add l1 penalizations to each PLS loading vector, in which the magnitude of the coefficients indicate the importance of the variables in the integrative model.

With this connection to least squares regression it is straightforward to use penalization terms to impose sparsity on v ˜. (4) (u, v ˜ ^ ) = arg  min u, v ˜ ‖ X − u v ˜ ^ T ‖ F 2 + λ P (v ˜ ), where P (v ˜ ) is a penalization term that induces sparsity on v ˜ and λ is a tuning parameter that determines the strength of the penalization.

The objective of this paper is to extend the Brinkman penalization technique to compressible flows based on a physically sound mathematical model for compressible flows through porous media.

It is suggested to use the elastic net penalization approach to deal with high-dimensional low-sample size survival data in an additive manner.